{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyODNpGpxtUGGRkFYoFn6Ia+",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/alessandropequeno/PPGEEC-Deep-Learning-UFRN/blob/main/deep_questao3.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 3 QUESTÃO: Considere quatro distribuições gaussianas, C1, C2, C3, e C4, em um espaço de entrada de dimensionalidade igual a oito, isto é x = ( x1,x2,...,x8)^t. Todas as nuvens de dados formadas têm variâncias unitária, mas centros ou vetores média são diferentes e dados por m1 = (0,0,0,0,0,0,0,0)^t, m2 = (4,0,0,0,0,0,0,0)^t, m3 = (0,0,0,4,0,0,0,0)^t, m4 = (0,0,0,0,0,0,0,4)^t . Utilize uma rede de autoeconder para visualizar os dados em duas dimensões. O objetivo é visualizar os dados de dimensão 8 em um espaço de dimensão 2. Apresente os dados neste novo espaço."
      ],
      "metadata": {
        "id": "muPc2qB-EptB"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 1. IMPORTANDO AS BILIOTECAS"
      ],
      "metadata": {
        "id": "eFmHDBwSFwtC"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "9mYsMBT2LAqO"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import tensorflow as tf\n",
        "from tensorflow.keras import layers, models\n",
        "import matplotlib.pyplot as plt"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 2. Gerar os dados seguindo as distribuições gaussianas fornecidas.\n",
        "\n",
        "2.1. Definindo os Centros de Distribuições:\n",
        "Os centros de distribuições, ou vetores média, representam os pontos centrais ao redor dos quais os dados são gerados. No contexto das distribuições gaussianas, esses centros determinam a localização central dos dados e são frequentemente usados ​​para gerar conjuntos de dados com características específicas.\n",
        "\n",
        "2.2. Dados Gaussianos:\n",
        "Uma distribuição gaussiana, também conhecida como distribuição normal, é uma das distribuições de probabilidade mais comuns na estatística. Ela é caracterizada por sua forma de sino e é completamente determinada por sua média e desvio padrão. Quando geramos dados gaussianos, estamos criando amostras aleatórias seguindo uma distribuição normal. Essas amostras tendem a se agrupar em torno da média, com a maioria dos pontos próximos à média e menos pontos mais distantes dela, de acordo com a curva de sino."
      ],
      "metadata": {
        "id": "iVcOnXV2JdHI"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Definir os centros das distribuições\n",
        "m1 = np.array([0, 0, 0, 0, 0, 0, 0, 0])\n",
        "m2 = np.array([4, 0, 0, 0, 0, 0, 0, 0])\n",
        "m3 = np.array([0, 0, 0, 4, 0, 0, 0, 0])\n",
        "m4 = np.array([0, 0, 0, 0, 0, 0, 0, 4])\n",
        "\n",
        "# Gerar dados gaussianos\n",
        "data1 = np.random.normal(m1, 1, size=(1000, 8))\n",
        "data2 = np.random.normal(m2, 1, size=(1000, 8))\n",
        "data3 = np.random.normal(m3, 1, size=(1000, 8))\n",
        "data4 = np.random.normal(m4, 1, size=(1000, 8))\n",
        "\n",
        "# Plotar os dados\n",
        "plt.figure(figsize=(10, 6))\n",
        "plt.scatter(data1[:, 0], data1[:, 1], label='Distribuição 1')\n",
        "plt.scatter(data2[:, 0], data2[:, 1], label='Distribuição 2')\n",
        "plt.scatter(data3[:, 0], data3[:, 1], label='Distribuição 3')\n",
        "plt.scatter(data4[:, 0], data4[:, 1], label='Distribuição 4')\n",
        "plt.title('Dados Gerados a partir de Distribuições Gaussianas')\n",
        "plt.xlabel('Dimensão 1')\n",
        "plt.ylabel('Dimensão 2')\n",
        "plt.legend()\n",
        "plt.grid(True)\n",
        "plt.show()\n"
      ],
      "metadata": {
        "id": "gdqW4GkCLKQA",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 564
        },
        "outputId": "171aa662-5103-4657-c299-90426a39644e"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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00EPWbT4+PnjhhRdQUlKCX3/91bpWpaWlklQbtdjOOT8/H4WFhejVq5f12rpCp9PhmWeesb729fXFM888g+zsbOzbtw8AoNVqrefK8zzy8vJgNpvRtWtX2ePce++9MBgMbp+Lp/sR78kXXnhBst0+WsQYww8//IChQ4eCMSa5VwYOHIjCwkLV66aEeN86U6wMCwvD7t27cfnyZY+PM3z4cNV1imqucU344YcfrOIa9ogRbLW/G5s3b0ZBQQEeeughyfXRarXo3r279bscEBAAX19fbNu2Dfn5+arnqvT7AgAtWrSQ/L6sWbPG+p7tWpeWliI3Nxc9e/YEYwx//vmn6uOLqPnOh4WF4ciRI/jnn3/c2rftXAsLC5Gbm4vevXvj9OnTKCwslIxNTk62RnwBwGAwoHXr1hKVQD8/P6swh8ViwZUrVxAUFITWrVtLvi9hYWG4ePEi9uzZ49Z8CaIxQg4TQTRySkpKJHn5eXl5GDNmDIxGIwICAmAwGJCQkAAA1j+eOTk5uHr1Klq1auWwv9atW0tenzt3DhqNBi1btpRsj4mJQVhYGM6dOwcA6N27N+69915Mnz4dUVFRuPPOO7Fo0SLZegVbxLmXlJRItrds2RKbN2/G5s2b8dhjj0ne++eff8AYQ6tWrRycqmPHjiE7O1syvmnTprIpTEeOHMHdd9+N0NBQhISEwGAwWIv7xbUSz89+rXx8fNCiRQuHtWrVqpWDClibNm0k+3r22Wdx44034vbbb0ezZs0wcuRIbNiwwek6ifz444/o0aMH/P39ERERAYPBgAULFjgYRkrExsYiMDBQsu3GG28EAEktyJIlS9ChQwdrLYXBYMBPP/0kexzx/qopavcj3pOJiYmS7fb3bk5ODgoKCvDZZ5853CeiA21/r7iLeN/K1caIvPPOOzh8+DDi4uKQkpKCadOmuS1j7c4aq73GnnLq1CnExsY6TZlU+7shOgf9+vVzuEabNm2yXh8/Pz/Mnj0b69evh9FoxG233YZ33nkHmZmZTueq9PsCCDWMmzdvxnvvvefw3vnz5zFixAhEREQgKCgIBoMBvXv3BgDV3zVb1Hzn33jjDRQUFODGG29E+/bt8dJLL+HgwYMu9/37778jNTUVgYGBCAsLg8FgsNZp2s/V9gGZSHh4uMQJ5XneKmbi5+eHqKgoGAwGHDx4ULK/iRMnIigoCCkpKWjVqhWee+45/P77726tC0E0FqiGiSAaMRcvXkRhYaHEKHnggQewc+dOvPTSS+jUqROCgoLA8zwGDRrkUr3MGa6aJXIch+XLl2PXrl1Yu3YtNm7ciJEjR2LOnDnYtWuX7BNeAEhKSgIAHD58GHfeead1e1BQEFJTUwEIdU628DwPjuOwfv162bon+2PJPZkvKChA7969ERISgjfeeAOJiYnw9/fH/v37MXHixBqtlSuio6Nx4MABbNy4EevXr8f69euxaNEiPP7447ICESLbt2/HsGHDcNttt2H+/Plo0qQJfHx8sGjRIq8WWi9duhQjRozAXXfdhZdeegnR0dHQarWYOXMmTp065TDeWwqN3lZ6FK/ho48+iuHDh8uOqakkvyjfbe8Y2PLAAw+gV69eWLlyJTZt2oR3330Xs2fPxooVK3D77berOo6310bp+ywneFIbxxERr9FXX32FmJgYh/dtFeHGjh2LoUOHYtWqVdi4cSNee+01zJw5E1u3bsVNN90ku/+WLVtCp9PJyqyLDpC96pzFYsGAAQOQl5eHiRMnIikpCYGBgbh06RJGjBgh+W3gOE62BYP9Oqr5zt922204deoUVq9ejU2bNuG///0v3n//fSxcuBBPPfWU7PmdOnUK/fv3R1JSEubOnYu4uDj4+vpi3bp1eP/99x1+x5TqRG3PYcaMGXjttdcwcuRIvPnmm4iIiIBGo8HYsWMl+2vTpg1OnDiBH3/8ERs2bMAPP/yA+fPn4/XXX8f06dNlj0MQjRVymAiiEfPVV18BgDWNLj8/Hz///DOmT5+O119/3TrOPsXDYDAgICBANvXjxIkTktfx8fHgeR7//POPNVICCMX0BQUFEtlgAOjRowd69OiBt99+G9988w0eeeQRfPvtt4p/8Hv16oXQ0FB8++23mDx5sqoeLYmJiWCMISEhwfrk3F22bduGK1euYMWKFbjtttus28+cOSMZJ57fP//8g379+lm3V1ZW4syZM+jYsaNk7MGDB8HzvOQ8xPQ+27Xy9fXF0KFDMXToUPA8j2effRaffvopXnvtNUXj+4cffoC/vz82btwo6YmzaNEi1ed9+fJllJaWSiIQf//9NwBYC+eXL1+OFi1aYMWKFRKDVy4FSwlXhnJNEO/JU6dOSaJK9veuqKBnsViszrc3KSkpwcqVKxEXFyf5bsjRpEkTPPvss3j22WeRnZ2Nzp074+2337Y6TN5cLzXXODw8HIDw4MAWMfLjjMTERGzcuBF5eXmKUSa1vxtilDA6OlrVNUpMTMT48eMxfvx4/PPPP+jUqRPmzJkjUQq1JTAwEH369MGvv/6KS5cuoWnTpi6PcejQIfz9999YsmQJHn/8cet2uXS68PBw2Wih3Dqq+c5HRETgiSeewBNPPIGSkhLcdtttmDZtmuLv59q1a1FeXo41a9ZIokf2acnusHz5cvTt2xdffPGFZHtBQQGioqIk2wIDA/Gvf/0L//rXv1BRUYF77rkHb7/9NiZPnky9oohrCkrJI4hGytatW/Hmm28iISEBjzzyCIDqp4f2TzznzZsnea3VajFw4ECsWrUK58+ft24/duwYNm7cKBk7ePBg2X2IzTpFZbL8/HyH44pqas7S8vR6PV5++WUcPnwYkyZNkn1aa7/tnnvugVarlW2wyxiTlVC3R26tKioqMH/+fMm4rl27wmAwYOHChaioqLBuX7x4sYOxOXjwYGRmZuK7776zbjObzfjoo48QFBRkfaJtPz+NRmONdDhbK61WC47jJE+vz549i1WrVrk8X9v52MrHV1RU4NNPP4XBYECXLl2sxwGka7N792788ccfqo8jGuv2a+QNRCfjww8/lGyXu8/vvfde/PDDD7IRhpycHI/ncPXqVTz22GPIy8vDK6+84jRiY58WFR0djdjYWMm1DgwM9CjVSw4111h0VH777TfJXD/77DOX+7/33nvBGJONIoj3jNrfjYEDByIkJAQzZsyQrX0Ur5HJZEJZWZnkvcTERAQHB7tM+3399ddhsVjw6KOPyqbm2f+GyN3/jDFZ2f/ExEQcP35cci/99ddfDqlpar7z9mOCgoLQsmVLl78J9nMtLCx06yGK3D7t12TZsmW4dOmSZJv9fH19fZGcnAzGmFt1rATRGKAIE0E0AtavX4/jx4/DbDYjKysLW7duxebNmxEfH481a9ZYn+SFhIRYc/srKyvRtGlTbNq0ySFqAgi9STZs2IBevXrh2WeftRr2bdu2leTNd+zYEcOHD8dnn31mTWNLT0/HkiVLcNddd6Fv374AhJqX+fPn4+6770ZiYiKKi4vx+eefIyQkxGo8KTFp0iQcO3YM7777LjZt2oR7770XzZo1Q35+Pvbv349ly5YhOjraep6JiYl46623MHnyZJw9exZ33XUXgoODcebMGaxcuRL//ve/MWHCBKfH7NmzJ8LDwzF8+HC88MIL4DgOX331lYOh4OPjg7feegvPPPMM+vXrh3/96184c+YMFi1a5FDD9O9//xuffvopRowYgX379qF58+ZYvnw5fv/9d8ybN89aT/HUU08hLy8P/fr1Q7NmzXDu3Dl89NFH6NSpk9NIxZAhQzB37lwMGjQIDz/8MLKzs/HJJ5+gZcuWqmodAKG+Zfbs2Th79ixuvPFGfPfddzhw4AA+++wza4PSO+64AytWrMDdd9+NIUOG4MyZM1i4cCGSk5NlDU45EhMTERYWhoULFyI4OBiBgYHo3r27V+qdOnXqhIceegjz589HYWEhevbsiZ9//hknT550GDtr1iz88ssv6N69O55++mkkJycjLy8P+/fvx5YtW5CXl+fyeJcuXbJGMEpKSnD06FEsW7YMmZmZGD9+vERgwZ7i4mI0a9YM9913Hzp27IigoCBs2bIFe/bswZw5c6zjunTpgu+++w7jxo1Dt27dEBQUhKFDh3qwOuqucdu2bdGjRw9MnjzZGin69ttvYTabXe6/b9++eOyxx/Dhhx/in3/+sab7bt++HX379sXzzz+v+ncjJCQECxYswGOPPYbOnTvjwQcfhMFgwPnz5/HTTz/hlltuwccff4y///4b/fv3xwMPPIDk5GTodDqsXLkSWVlZePDBB53Ot1evXvj444/xn//8B61atcIjjzyCpKQkVFRU4O+//8bXX38NX19fa0pgUlISEhMTMWHCBFy6dAkhISH44YcfZMUmRo4ciblz52LgwIF48sknkZ2djYULF6Jt27ZWwQlA3Xc+OTkZffr0QZcuXRAREYG9e/da5eiVSEtLs0aunnnmGZSUlODzzz9HdHQ0MjIyXF5LOe644w688cYbeOKJJ9CzZ08cOnQIX3/9tcPvXVpaGmJiYnDLLbfAaDTi2LFj+PjjjzFkyBCnNX0E0SipO0E+giDcRZT+Ff/5+vqymJgYNmDAAPbBBx9YZaptuXjxIrv77rtZWFgYCw0NZffffz+7fPmyg9QxY4z9+uuvrEuXLszX15e1aNGCLVy4UFa2trKykk2fPp0lJCQwHx8fFhcXxyZPnmyV3maMsf3797OHHnqI3XDDDczPz49FR0ezO+64g+3du1f1+a5cuZINHjyYGQwGptPpWFhYGLv11lvZu+++ywoKChzG//DDD+zWW29lgYGBLDAwkCUlJbHnnnuOnThxwjqmd+/eitK3v//+O+vRowcLCAhgsbGx7OWXX2YbN250kFVmjLH58+ezhIQE5ufnx7p27cp+++03WUnhrKws9sQTT7CoqCjm6+vL2rdv7yCtvXz5cpaWlsaio6OZr68vu+GGG9gzzzzDMjIyXK7RF198wVq1asX8/PxYUlISW7Rokew1k0Nci71797Kbb76Z+fv7s/j4ePbxxx9LxvE8z2bMmMHi4+OZn58fu+mmm9iPP/6oKAeuJPW8evVqlpyczHQ6nURi3N39yHH16lX2wgsvsMjISBYYGMiGDh3KLly4IHufZ2Vlseeee47FxcUxHx8fFhMTw/r3788+++wzl8cRpZgBMI7jWEhICGvbti17+umn2e7du2U/YzuH8vJy9tJLL7GOHTuy4OBgFhgYyDp27Mjmz58v+UxJSQl7+OGHWVhYGANgXR9R5nvZsmUOx1GSFVdzjRlj7NSpUyw1NZX5+fkxo9HIpkyZwjZv3uxSVpwxQXr+3XffZUlJSdb1uf3229m+ffusY9T8btiey8CBA1loaCjz9/dniYmJbMSIEdbfj9zcXPbcc8+xpKQkFhgYyEJDQ1n37t3Z999/L3sN5Pjzzz/Z448/zm644Qbm6+vLAgMDWYcOHdj48ePZyZMnJWOPHj3KUlNTWVBQEIuKimJPP/20VaLc/vu8dOlS1qJFC+br68s6derENm7c6LBmar7zb731FktJSWFhYWEsICCAJSUlsbffftsqBc+YvKz4mjVrWIcOHZi/vz9r3rw5mz17Nvvyyy8dZOOVJPLtf8fKysrY+PHjWZMmTVhAQAC75ZZb2B9//OEw7tNPP2W33XYbi4yMZH5+fiwxMZG99NJLrLCwUMXVIIjGBceYTP4LQRAEcc3Rp08f5ObmyqanEYSn7NixAxMnTiSFNIIgrlmohokgCIIgCI+59dZbcezYMbel0gmCIBoLVMNEEARBEITb5OTk4MsvvwQgCA2orW8jCIJobJDDRBAEQRCE21gsFnz44YfIz8/Ho48+WuOeVgRBEA0VqmEiCIIgCIIgCIJQgGqYCIIgCIIgCIIgFCCHiSAIgiAIgiAIQoHrqoaJ53lcvnwZwcHBil3ZCYIgCIIgCIK49mGMobi4GLGxsdBolONI15XDdPnyZcTFxdX3NAiCIAiCIAiCaCBcuHABzZo1U3z/unKYgoODAQiLEhISUs+zIeSorKzEpk2bkJaWBh8fn/qeDtGAoXuFcAe6Xwh3oPuFUAvdK42boqIixMXFWX0EJa4rh0lMwwsJCSGHqYFSWVkJvV6PkJAQ+uEhnEL3CuEOdL8Q7kD3C6EWuleuDVyV6pDoA0EQBEEQBEEQhALkMBEEQRAEQRAEQShADhNBEARBEARBEIQC5DARBEEQBEEQBEEoQA4TQRAEQRAEQRCEAuQwEQRBEARBEARBKEAOE0EQBEEQBEEQhALkMBEEQRAEQRAEQShADhNBEARBEARBEIQC5DARBEEQBEEQBEEoQA4TQRAEQRAEQRCEAuQwEQRBEARBEARBKEAOE0EQBEEQBEEQhAK6+p4AQRAEUb9YeIb0M3nILi5DdLA/UhIioNVw9T0tgiAIgmgQkMNEEARxHbPhcAamrz2KjMIy67Ymof6YOjQZg9o1qceZEQRBEETDgFLyCIIgrlM2HM7A6KX7Jc4SAGQWlmH00v3YcDijnmZGEARBEA0HcpgIgiCuQyw8w/S1R8Fk3hO3TV97FBZebgRBEARBXD+Qw0QQBHEdkn4mzyGyZAsDkFFYhvQzeXU3KYIgCIJogFANE0EQxHVIdrGys+TJOIIg3IS3AOd2AiVZQJARiO8JaLT1PSuCIGQgh4kgCOI6JDrY36vjCIJwg6NrgA0TgaLL1dtCYoFBs4HkYfU3L4IgZKGUPIIgiOuQlIQINAn1h5J4OAdBLS8lIaIup0UQ1z5H1wDfPy51lgCgKEPYfnRN/cyLIAhFyGEiCKJeYRYLSneno/DHn1C6Ox3MYqnvKV0XaDUcpg5NBgAHp0l8PXVoMvVjIghvwluEyJIzuZUNk4RxBEE0GCgljyCIeqNo0yZkzZgJc2amdZsuJgbGKZMRkpZWjzO7PhjUrgkWPNrZoQ9TDPVhIoja4dxOx8iSBAYUXRLGJfSqs2kRBOEccpgIgqgXijZtwqUxYwEmfdJqzsoStn8wj5ymOmBQuyYYkByD9DN5yC4uQ3SwkIZHkSWCqAVKsrw7jiCIOoEcJoIg6hxmsSBrxkwHZ0l4kwEch6wZMxHcvz84LalG1TZaDYebEyPrexoEce0TZPTuOIIg6gSqYSIIos4x7d0nScNzgDGYMzNh2ruv7iZFEARR28T3FNTwnMmthDQVxhEE0WAgh4kgiDrHnJPj1XEEQRCNAo1WkA4HoCi3MmgW9WMiiAYGOUwEQdQ5OoPBq+MIgiAaDcnDgAf+B4TYiaqExArbqQ8TQTQ4qIaJIIg6R9+1C3QxMTBnZcnXMXEcdEYj9F271P3kCIIgapvkYUDSEEENryRLqFmK70mRJYJooFCEiSCIOofTamGcMrnqhV1aStVr45TJJPhAEMS1i0YrSIe3v0/4LzlLBNFgIYeJIIh6ISQtDU0/mAedUaoGpTMa0ZQkxQmCIAiCaCBQSh5BEPVGSFoagvv3F1TzcnKgMxig79qFIksEQRAEQTQYyGEiCKJe4bRaBHZPqe9pEARBEARByEIpeQRBEARBEARBEAqQw0QQBEEQBEEQBKEAOUwEQRAEQRAEQRAKkMNEEARBEARBEAShADlMBEEQBEEQBEEQCpDDRBAEQRAEQRAEoQA5TARBEARBEARBEAqQw0QQBEEQBEEQBKFAo3GYFixYgA4dOiAkJAQhISG4+eabsX79+vqeFkEQBEEQBEEQ1zCNxmFq1qwZZs2ahX379mHv3r3o168f7rzzThw5cqS+p0YQBEEQBEEQxDWKrr4noJahQ4dKXr/99ttYsGABdu3ahbZt29bTrAiCqAssvAX7s/cjx5QDg96AztGd63tKBEEQBEFcJzQah8kWi8WCZcuWobS0FDfffLPiuPLycpSXl1tfFxUVAQAqKytRWVlZ6/Mk3Ee8LnR9CJFtF7Zh7r65yDHlWLcZ9Aa82OlFAPV/rzCLBVf/PABzbi50UVEIuKkTOK22XudEOEK/LYQ70P1CqIXulcaN2uvGMcZYLc/Faxw6dAg333wzysrKEBQUhG+++QaDBw9WHD9t2jRMnz7dYfs333wDvV5fm1MlCIIgCIIgCKIBYzKZ8PDDD6OwsBAhISGK4xqVw1RRUYHz58+jsLAQy5cvx3//+1/8+uuvSE5Olh0vF2GKi4tDbm6u00Uh6o/Kykps3rwZAwYMgI+PT31Ph6hHLLwFd6+5WxJZssUPfng57GX0T+0PP1+/Op4dULx1Ky5PnATY/4RyHAAgdvYsBPfrV+fzIuSh3xbCHeh+IdRC90rjpqioCFFRUS4dpkaVkufr64uWLVsCALp06YI9e/bggw8+wKeffio73s/PD35+joaUj48P3dQNHLpGxIHMA7houuhy3JH8I+jerHsdzKgaZrHgysxZ0JaVyQ/gOFyZOQvhqamUntfAoN8Wwh3ofiHUQvdK40TtNWs0Knly8DwviSARBHHtoBRZsif3am4tz8QR0959MGdmKg9gDObMTJj27qu7SREEQVxL8BbgzHbg0HLhv7ylvmdEXMc0mgjT5MmTcfvtt+OGG25AcXExvvnmG2zbtg0bN26s76kRBFELGPQGVeOiAqJqeSaOmHPUOXNqxzmDWSyCg5aTA53BAH3XLhS1Igji2uboGmDDRKDocvW2kFhg0GwgeVj9zYu4bmk0DlN2djYef/xxZGRkIDQ0FB06dMDGjRsxYMCA+p4aQRC1QOfozjDqjcg2ZYPBsdSSg1Ar1NHQsa6nBp1BnTOndpwSRZs2IWvGTEk0SxcTA+OUyQhJS6vRvgmCIBokR9cA3z8O2P/uF2UI2x/4HzlNRJ3TaFLyvvjiC5w9exbl5eXIzs7Gli1byFkiiGsYrUaLSSmTAFQ7RyK2r7Wauo+26Lt2gS4mxirw4ADHQRcTA33XLh4fo2jTJlwaM9Yh9c+clYVLY8aiaNMmj/dNEATRIOEtQmRJ5iGZdduGSZSeR9Q5jcZhIgji+iM1PhVz+8xFtD5ast2oN2JGrxn1NCuA02phnDK56oWd01T12jhlssepc8xiQdaMmY4KfIB1W9aMmWAWMhoIgriGOLdTmobnAAOKLgnjCKIOaTQpeQRBXJ+kxqeib1xf7M/ejxxTDgx6AzpHdwZv4bHu0Lp6m1dIWhrwwTzHlDmjscYpc+6ISgR2T/H4OARBEA2KkizvjiMIL0EOE0EQDR6tRotuMd0k23gLX0+zqSYkLQ3B/ft7XZShLkUlCIIgGgxBRu+OIwgvQQ4TQRBEDeC0Wq9HeepKVIIgCKJBEd9TUMMryoB8HRMnvB/fs65nRlznUA0TQRBEA+MPQwHyQzRQjKF5QVSCIAiiwaHRCtLhAAB7UZ2q14NmCeMIog4hh4kgCKIBseXcFozbPgFfpArmgb3TJD5zrYmoBEEQRIMleZggHR7SRLo9JJYkxYl6g1LyCIIgGggW3oJZ6bPAwJDeWoM59wAjNvOIKq4eUxCqRfIb71EfJgjrZS8GUh8y8wRBeJnkYUDSEEENryRLqFmK70mRJaLeIIeJIIjrDncMbQvPkH4mD9nFZYgO9kdKQgS0GoX+SzVkf/Z+ZJmq1Z/SW2uwpxWHNhcYwkuA/CDgWBzwRcdIdHOyn+uBLee2YFb6LMl6GfVGTEqZhNT41HqcGUHYwVvI8PcEjRZI6FXfsyAIAOQwEQRxncAsFpj27sOBY1vxVfZP2GnIB6tyfJQM7Q2HMzB97VFkFJZZtzUJ9cfUockY1M4uXcTmGJ4q5uWYHFXvmIbD0XjO5bjriS3ntmDctnFgdkXh2aZsjNs2DnP7zCWniWgYHF0jNGK17S0UEivU6VBqGUE0GqiGiSCIa56iTZtwsn8qzg8fjohZSzDmy1x8Mt+ClBNChZBoaG85t8X6mQ2HMzB66X6JswQAmYVlGL10PzYczlA8xuUJE3B++HCc7J+Kok2bVM/ToFeneqd23LWIbdqiPeK22emzYeGpqS9RzxxdA3z/uGMj1qIMYfvRNfUzL4Ig3IYcJoIgrmmKNm3CpTFjHRrBRhQD41fwSDnBOxjaFp5h+tqjsqK24rbpa4/CwjOnxzBnZeHSmLGqnabO0Z1h1BvBOahDCXDgEKOPQefozqr2dy1in7ZoDwNDpikT+7P31+GsCMIO3iJElhR/RRjw44vAwe+BM9uF8QRBNFjIYSII4pqFWSzImjETYI5GiwaC2TJiMw+OZxJDO/1MnkNkSbJfABmFZUg/k+f0GOK2rBkzwSyuDSKtRotJKZMAwMFpEl9PTJl4XQsbqE1HvN7TFol65txOx8iSPaZcYMXTwJI7gHntKOJEEA0YcpgIgrhmMe3d5xD1sUUDIKoYaHOh2tnJMeUgu1jZWbIlu7jM5THAGMyZmTDt3adqn6nxqZjbZy6i9dGS7Ua9kWpzQGmLRCOhRDkKKgul6RFEg4ZEHwjiOqIuFd8aAuYcdVGG8JLq/zfoDTAzf1Wfiw72h/miumOonQsgOE194/qSZLYMYtpitilbto6JAwej3nhdpy0SDYAgo5sfYAA4YMMkQU67MX3XSQWQuA4gh4kgrhPcVXy7FtAZ1EUZ8oPsDW0NmoT6I7OwTLYCgQMQEyo4nGW56o6hdi4iWo0W3WJqRzy8pmp+9YmYtjhu2zhw4CROE6UtEg2G+J6CGl5RBuTrmORgQNElwfloLHLapAJIXCdQSh5BXAe4q/h2raDv2gW6mBiAk4+i8QByg4HjccJPoWhoazUcpg5NBgAH+QXx9dShydBqOJfHAMdBFxMDfdcuNT8hL+ANNb/6htIWXcBbBCGBQ8tJUKC+0GgFpwGA46+IC9xN56svSAWQuI6gCBNB1BLuNEet3Xk4V3zjICi+DUiOuebS8zitFsYpk3FpzFjBobERZuAhnPviARpEB8VgYspEiaE9qF0TLHi0s0NULsYuKufsGKITZZwyuUFEcEQ1P3uBClHNDx/MQ0haWr3MzV0obVEBeuLfcEgeBjzwP8fr4Qq30/nqAZcqgI00vZAgFCCHiSBqgS3ntmBW+iyJ/LFSc9Taxh3Ft5sTI+tuYnVESFoa8ME8ZL09A+Ysmye3hghk/3soRg3or2hoD2rXBAOSY1zWfVmPMWOmRABCZzTCOGVyg3BCXKr5cRyyZsxEcP/+DcK5U0Ntpi02SsQn/vZGrPjE/4H/kdNU1yQPE5yGczuB4gxgw2TAdAXyjgYnOLfxPet6lu7jUgWwEaYXEoQTyGEiCC+z5dwWjNs2zqEgXWyOWtcpQ+4ovl2r7IxtjzfSXkHk6aOIKC9Gnl8wrrRIxus3tUOfGOf1W1oNp8qRDElLQ3D//g22NsgdNb/A7il1NzHCO9AT/4aLRlvtNOj8q5xaDtJrVfUQZtCsxnF91KYNNpb0QoJwAdUwEYQXsfAWzEqfJaveZd8cta6IDlav+HYtItZvXS6uwCFDS/za7CYcMrRERnGF1+u3OK0Wgd1TEHrHEAR2T2kwzhKgXqXPHTU/ogHhzhN/ov4Q0/RC7B7UhMQ2rgig2rTBxpBeSBAqoAgTQXiR/dn7JWl49tg2R62rVKKUhAhVim9d4kOxJ3PPNVUPcj3Xb9mjVqXPXTU/ooFAT/wbD7Zpeo1VitulCmAjSi8kCBWQw0QQXiTHpO7pvNpx3kBUfBu9dL9SEgjuuTUPg1cOqpeaq9oUx6hp/VZDEe7wBqKanzkrS76OieOgMxobjJof4Sb0xL9xYZum1xgRVQCvhfRCglABOUwE4UUMenVP59WO8xbOFN/uuTUPX51+s15qrmpbHKMm9VsNSbjDGzQmNT/CA+iJP1HXKKkAhsQKzlJjSS8kCBWQw0QQXqRzdGcY9UZkm7Jl65ikzVFrhrvRDznFty7xoRi8cpBizRUHDrPTZ6NvXF+vR1bqQhzD0/qthibc4S0ag5of4SH0xJ+oD66F9EKCUAE5TAThRbQaLSalTMK4bePAgZMY3FyV0SI2R60JnkY/7BXf9mTuqZeaK1fiGN5y1NTWb6UkRNT53OqLhq7mR9QAeuJP1AeNPb2QIFRAKnkE4WVS41Mxt89cROujJduNeiPe6/0eQv1Cse70OuzJ3OORWp4Y/bB3dMTox5ZzW1Tvq75qrtwRx1BCXLtNZzcprqVYvwVU12uJiK+nDk2WCD54Y24NnYas5kfUkORhwNjDwPAfgXu/EP479hA5SwRBEDWAIkwEUQukxqeib1xfScpcflk+3tnzTo1qYrwd/aivmquaOmpbzm3BnPQ5GOU7ClN3TkU5yhXX0ln91tShyRjUTirv2xCFOwjCLeiJP0EQhFchh4kgagmtRmtNY9tybgsm/DqhxjUx3pYtr8uaK1tq4qiJETZf+AK+1dvl1tLCM6SfyUO5mcd793UEOCC3pBzRwUIanpyUeG07kdeS8h5BEARBXA+Qw0QQtYw3o0Lejn7UVc2VPZ46au6s5eaj2Q5RpSZVUSU5CfGazE10zEQxDSVn7FpT3iMIgiCI6wGqYSKIWsabNTG1Ef1IjU/FYy1eAyyh0jfMoXisxWu1YsiLjhpQ7ZiJOHPU1K7lwj82Yv773+PGI3+gfc5JaBgPAMgsLMPopfux4XCG1+a24XAGbp29FQ99vgtjvj2Ahz7fhVtnb3U4hjdrz7yBhWf449QVrD5wCX+cugILLyeLQRAEQRAERZiIRkdjS2lSG+3ZlbHL5Tm5in4AQLhfODpGdVQ9vw2HMzD/Jz0YXoZWfwacrhjMHAzelID5/2jQPjzDoc7HG4jiGHIRl4kpE2UdNTVrmXKCR8cPX0O/UlP15/xDsbDDXdgZ2x4cgOlrj2JAcoxsFMiduW04nIHRS/c7XAnRMVvwaGcMatekwSnvbTicoRh9q41rTRAEQRCNGXKYiEZFY0xpUhvt+ezgZ9b/VzonZyl0Ivnl+Ri8crCqNbHwDNPXHq3aiwYWU6LkfXvnwtvOqr04RoR/FCym5sjNr8Qf5isOqW2u1jLlBI/xK3gAJsn2yLJCvJq+BG+lDMfO2PbIKCxD+pk8p6l5csIdtucrXTspDNK183btWU1Q6+QRBEEQBCFADhPRaGiszUTVRIXscXZOStEPtZ+3Jf1MniTKYA8DrM5Fqe7PWnFWRXGMDYcz8OJ3R5FRuMf6nn3Uw3Yt7eF4hhGbhdQ7+7iRBgAP4JlDq7GrSRtwgeew+Xw+dIGtnTp9tsId9rizdvlcw1Dec8fJU4q+EQRBEMT1BtUwEY0CVylNADA7fbZHfY1qG2c1MUq4OqfU+FSsu3sdwv3CPfq8SHaxssFvyy8Xarf+Rox62Dsg9jVHztYy+QIQVezoLIloAERfLUBX/zehj/8cy87PxsiNIzHwh4EezV/t2mUXl+F80XlVY70t326PO04eQRAEQRAC5DARjYLG3kxUqZmtM1yd01+5fyG/PN/jzwNAdLC/ipnw2JDxaY2cVWaxoHR3Ogp//Amlu9PBLNVjXUU9ACHqIYoSiGsZpY+SjI2vtBOtUCDi6lXJ6yxTlkdOn7q1Ay6Wp+OTvz5xOoYDhxh9jNfl2+1xx8mrb0iUgiAIgmgoUEoe0ShojM1E7aWm+yb0l9TEnCo4hc8OfeZyP0rn5I01SUmIQJNQf2QWlsk6LByAKMMl5Fco78NV/U3Rpk3ImjET5sxM6zZdTAyMUyYjJC3NraiHWHOUGp+KW2NuxcYNGzG953REB0cjqbUZF5eNVNyPSH6Q/Dm4K7rQJT4cEYG+yCutkH2fA2AM9cXK8++r2l9tyLfbo9bJUzuutvBElKKxicEQBEEQjQdymIhGQW03E/U2zg0+wanYk7lHlcOkdE7eWBOthsPUockYtdQxCiWmtt3TLQTfnHF9HDnHrGjTJlwaMxaMMUmqnDkrC5fGjAU+mIfs6Laudw7HqIdoDKc1T4OPjw+YwQJdTAzMWVkAc3T/eAB5wcCxOPmkPXdEF8Tr68xZAoDH+liw8G/lyKjIs52eVSXQoabXkzPUOMgxocK+6wtPRCkaoxgM0cjhLcC5nUBJFhBkBOJ7AuSgE8Q1C6XkEY0CsdhfqQaorlKa1KBUj5NRWIZRNvU4NT0nb65JaIDjs5NQvQ8WPNoZfVu2cPl5AIjwl6bIMYsF596Y6uAsCW8K5nDWjJmI1vuo2r+rqAen1cI4ZXLVC+kReQjOwOIBGjAnToaaqJ3S9bUlJtQfCx7tjAQj73J/AHBD8A0uj6mm15MrRAcZcKz1El9PHZpcb4IP7qZnAg2vvxVxHXB0DTCvHbDkDuCHJ4X/zmsnbJeDtwBntgOHlgv/bYC1tgRBOIccJqJR4Gmj07rGmcEnMmnFIVh4VuNz8saabDicgVFL96PwqtnhvQJTJQ7l78ArO15xcjaC78NXhmLskkKJAb/9p8+gyy1QlrlgDObMTLTLO4Mmof7WcRrGo33OSfS++Cfa55yElvFoojLqEZKWhqYfzIPOaJRszwsG5tyjQXpr5z95rqJ2aq5vRKAPfn2pLwa1a+KVKKBaQQxXiHVkN5/djy87adAk2Ffyvujk1aekuLuiFI1ZDIZopBxdA3z/OFB0Wbq9KEPYbu80uetcKUFOF0HUK5SSRzQaPGl0Wte4MvgAwRH5eOtJjEltVeNzUvt5ZrHAtHcfzDk50BkM0HftAp7TYNKKQ4r71gUfxv9OLVWWnUN15lt51lCYiiusKVMDkqPx056vMMLp7AX43FxMHdoZz321Fw+c2IK7Tu1ASKW06Sx7/kXVUY+QtDQE9+9vPd9T2it4LvMdp5ElAIjwj3AZjVNzffNKK7HvXD5uTox0KSnPgYNRb1Q8rrdkwO3ryGIALDEaUfjkC7jUobtbKX61WSvkriiFO2IwnSI7eWOKREOirtPieAuwYSLg7Bu5YRKQNESYh+hc2Y8XnasH/gckD3N93KNrhOPaOmkhscCg2eo+XxMo9ZAgAJDDRDQyXDUTrW/UGnyLdp7B8/1aQqvhanxOrj6vJLqQ/8TzKDAppbnx8DOutRrlSjBzKMqzhsJc3A5AtQEfFnEBZ30KVc1fZzCg5+VDWP3zW9CWFDm8H1VWCG7OdBTdEI6QtDRV++S0WgR2TwEAdOQtiP7hf04NawB4pfsrLtfcXYPeWaNhNVFATwQx7BHryOzruszZ2Qic+Sr6fjAPIZ3UrWtt1wq5K0rhlvCJco/ixgUZsAL14USc2+kYWZLAgKJLwrj4nu45V0p4y+nyhPp01AiigUEpeUSjQ2wmOrjFYHSL6dZgnCVAvcFXYKqU9Lqp6TkpfV40lm2dJUAQXQia+Sp6XpaPMGn1Z6DxKbQvBXKg7PJ9VmcJqDbgd58/i2NxHHKDhfohOXgA5qgwWPLzcOmFMbLOElDtsGXNmCmRI1cDX1GBgv8txcw9LTA4nYfGLD+bJ9o+gbTmrp0Guetrn0KoYbxknJKkvFFvdNlYuKYy4MxiQdaMmbIiGLZ1ZGrW1d1aIWdS8kqIohRKtx0HSNIzG5sYTI3xVnqXSGNN83I3Lc5blLgWcLGOc8e5UsJlRAuC01Ub162+1pggGigUYSIIL5KSEIGwAB8UXK10OVaNMexu+pNt6p02MgKZb89waiw/c2g1djVpC56TPjvhdMUu5yaMK5XdzpuDwDQcFg/QYPwKHjykT2dEEYbK5x9B1qzZrg9UVe9k2rvPGjlyRda77yJv0WKA5xEEYASAx7cCa1MYvu4nrGG4Xzhe7fGqKmcJcFSZ63n5EEYdXAVDWXU0LU8fhjb9pgOJ1fv0NIpYUxlw0959Ds6yBJXralsrxPEMbS4whJcIEu3H4jhAo5HIsruSkldCFKUYvXQ/OEjNRDlRCndSHnmLOgGOBou3Iw2NNXrgblqcNwkyuh4jjnPHuVLCHacroZe646mhPteYIBoo5DARhJcQZZ9vTozE+sNOjNQqXBnDSulPL3d7GeH+4Q6Gt5yR6gwOQPTVArTPPYW/DK0k7zFzsKp9KI1LiemKnzKM2NM6G3PuAUZs5hFl44PlBQOrhkRiWvMuuJjpvKmrLeYc5ylY4jXgF36I8LXfO0QqNAwYtpuhd7NbofvPSLfTOW0N+lsuH8Ir6UscxoSbCpAxdiw0H8xDSFqaxIlNNhig7zoQnFbdMWsqA+5qvdSOE2uFUk7wDtcyNxhYPIAhvbVQK9T6YL58CqCNlLwzp2lQuyZY8GhnB1n+GJk+TO6kPDZqh8nbBmx9pnnVlPpyIgAhzS4kVlgnpW9kSKwwzlnkyBa7BtwSvOF0eUJ9rjFBNFDIYSIAyIsCqDXqCPm+S0qo6XUjpj/ZPzXPMmVh/K/jJduMeiOmlg9C5FtfWPfvDq/v+hLLW/XDd637WyNNFlMC+MpQaHSFsjtkTKhfspgSZM+tRwsDJvkIhuye1lrsacU5RCXe6zsV/OE8x507QWdwriY3fe1R5OSXYNXaZYrjOABhK39D66kfQOPB09FB7ZpgwUMdEfzEW9b92e8fEFLdwPPImjXb7UiLiLsRF3ucrZc743JMOUg5wWP8CkenI6IYGL+Cx5x7gJyeWQibMUdRSp5BWJfg/v2d/r4MatcEA5JjVPWdagxiMDXGmwZsY48e1JcTAQjrMWh2lbOp8I0cNEsY59K5qmL1aOWonjsRLW9Sn2tMEA0UcpiuU2xTvWL2nkXwJ98LDT+rcMeou95RarQphxoj15lUshzZJZnAfM+cJQDQWyrx+PGNuPP0dnzY6X7sjG0PQIPyrKEIaLbU4cm9SHnWUNgm2tmfm70hezReGMFXhqL88lBM/T8NZiRoEKNynrqYGOi7dpF9z/Ya3Hn6d2hdrR3PI/+b/0PkiOEqjy6lV9llnDcVKA+oSnW7NPZFh7fURlpE3Im42KPv2sVpM19wHHRGo+K6ihj8IjFis+AsOUTtIKRYjtjMI/CWXJgzM53WIKlNrdRqOEUhC3sauhhMjfGmAdtQowdqxSzccSJqQyAjeZgQgZNNZ5xV7fg4da5scBbVcyei5U3qy1EjiAZMo3GYZs6ciRUrVuD48eMICAhAz549MXv2bLRu3bq+p9bosE31Ep8aV0JqCLlr1F2vqOnLY4saI9eVVLI9bS4wSYqUp4RUmPBq+hK8lTIcZ9p0w9Shj0MX3MXhyX2MPgZpMf/GiowIZMC5AZ8an4qKoiS8sHIFoCsGMwdXRaU0yEQZnvqTx6pIA3R5ufIGvQjHwThlsmxUwv4aNClVF7Uy7dkDXVSURxFVtalusjAGcJyqSIuIOxEXW8RmvpfGjBWa+dqucZWih9K62pJ0gcdFJ/eYBkBUMRB2Ih8FLs8GqMjORqCKce4gCp+oodFF1L1pwDbE6IE79VRqnQjTFUEQozZqtJKHCRE4V86Y6FytfxkoVuqX5iSq505Ey5vUl6NGEA2YRuMw/frrr3juuefQrVs3mM1mTJkyBWlpaTh69CgCA739p/faxTbVi+OZ4lNjT4w6T7E1XhDZuLR/1fTlAYDn+ybilpYGVUauWqlkkfASt4YrIv45fuX0erT+YgJ0PjoATRSf3I+7hbk04C08w5s/noDZlOhwPAaA5zRY2P5OPP/rF44GfRXasDDEvDFd0XHfdy5fcg0yAl03uAWAkp9/RsnPPwNwP6KqNtVNEQ9ELNyJuNgSkpYGfDDPob5NGx6OkKFDoQ0NA7NYnH7H+Vx1TmhGYTkCVIw7afaDOtfG+xRv3YorM2d5nCZZL3jTgG1o0QN366nUOBHt7gWWjVC/T0/QaNVF4JKHAf6hwP+cHc9JVE9tRMub1JejRhANmEYjK75hwwaMGDECbdu2RceOHbF48WKcP38e+/btq++pNRrsU73EyISi+W5j1NUWRZs24WT/VJwfPhyXJ0zAhVGjAAhGTWNArexzK2Mwbk6MVNUY1F0J5Pwgt4Y7hQOgyc1G+f791m1KkuWiAX9np6aK56amj9BPYUkonfwWdEapgaYJDUXUf55Hq993ODVkc0vKJa9/anELLOBUR/2A6ohq0aZNqsaLqW4uddddHbcmkSo3CElLQ8uft+CGJUsQPvxxaMLDYcnLQ/6SJTg/fDhO9k91eu5qHcTclm2R4x/qVEo+OyAMl+PrLzPg8sRJsjL77lz/Okc0YAEoVs3ZGrDO5MJF58tZAm9AhPCZ2pYZ91Q2W3QiQuwi9SGxwH2LgcPL3d9nbVKq8nuuFNVLHgaMPQwM/xG49wvhv2MP1a4wh7M1bsiiIARRSzSaCJM9hYWCjG9EhPLT5PLycpSXVxtTRUVCn5fKykpUVrqWfb7W2J+1HwWmAvjBDwBguMrD4udaOaosOxu+tbBexVu34vLESUJUwU+YE1/134uvTwUABPfr5/XjepMovQ5+Wvs/zDy0AefA6UrAzEGwXI1HlF5nvecsPMO+c/nILSlHVJAfusSHS5yNvNI8BHAB4Jk6Va/TcQw5kRaEl8ibQAyALjwclvx81efl7JoziwVX/zwAc24udFFRCLipk2J0IruwVGZ9HLnUris6bFgvu18zzwO841qI6xkRoJUeQ6vFqjb9cOfpHQDcqOviOFx+bw78b7tNVUQ1cvIk4f4FHFPdnKUXSnYS6fFvkav7SI7ygnzkfve95DsHAJaCApx/eSJiGZP9zvl07ADuhhtgzs5WroWKjkZg1y74tPM9eGnfN1bpeBHxU192uhPPnjuOK5cOurx/vElF1d8C3tdX8Rzcuf51TqvbgXuXAFumStO7gmOB1GnC+5WVwPF1MmOaAKnTgaTBwusBs4CVz1S9KbMW5Sbg6385fs7bnPsDKMkDNE4UQ0uuAKd/B+Jvlm5vdbsg3X8hHSjNBgKjgbgU4bWn+7RB/F56xVYIiHY+H9txzo7XrEf1/1t44V9torTGGq3zeV5nePVeIeoctdeNY0ztX/aGA8/zGDZsGAoKCrBjxw7FcdOmTcP06dMdtn/zzTfQ6/W1OUWCIAiCIAiCIBowJpMJDz/8MAoLCxESEqI4rlE6TKNHj8b69euxY8cONGvWTHGcXIQpLi4Oubm5ThelNineuhXZc+ZKFemMRkSPH1fr0ZT9Wfvx3M/PWV9zPMOc/ypHJsSnxi3WrPb6E1fT3n3W9DtbeD8/nHllChLengFNeTniFi50qeBV32w5loUXvzsAbdAx+Df5DoBjphYHDg8mvIzPNwY4PM8Vh855oD0+/nuU0xomjmdodZEhwgTkBwJ/N+XAVx2sw56bMWLvX4gsK7KOzwsIxfIud2Jj2I3onnEUL+37RnJMxwMoX3NJRNDuMwAQO3uWwz286UgWxi07oHg+1l0AeKJnPNYdzkJmkY2QRIg/Jt2ehNQ21el64neooqDAeq+wwGDMTUjD7ibJkvX14S0YeHYX7ovVoqmPBUXr17ucS5O33kLIoIEux4koRdys6wXIii2I62XhLfgr5y/kXs1FVEAUOho6yqq7icc5cPAkPtyfh6ORzSUNh8Vr+v6/OknWS0TpO2ePs++c3O9XbkAovkwegnOtO2PS7UkAgBe/OwAN45F05SzCy0uQ7xeEkAoTxu//VjJXufWoLfLWb8Auxlt/W5Rw9/o3GHgLML+HE3EBTogYPfuHNHXv/C5g1TPA1QLnnxu1A7i0zzHSUBPO/QF8c7/rcQ8vcxoNqo19VlZWYvPmzRgwYAB8fHzUHdsZx9cpRPWqvg29xgMRCd5bW6LO8Pq9QtQpRUVFiIqKcukwNbqUvOeffx4//vgjfvvtN6fOEgD4+fnBzybtRMTHx6debuqiTZuQNfZFgDHY/hSyCxeQNfZF6GpZka5rbFeE6cOQbcoW6pg0wJLegkoeg11Bm2jETBgPX38VqQTucuUKtE6MFk15ufD+lSsN/gfo9g7NwDhg0p7ZKEe5bFkLBw5L/vkQlX73gtOVStTihPeBaVvWoyzqouJxlJqGLuobhN9C78Mvwe3wa580tM09jcjyYuT7BYExhvDCUtxYdgo7DG1g7vggXvhzGUIrTTKTVL7mzGLBlZmzoC1TqEfiOFyZOQvhqalWR8vCM7y1/gTKLeqS4hZsPy/uzLrtfH45nv3mLyx4tDMGtWsi+Q5pqr7bmvJyaIuLMTFjET7p8xR+Ckuyfj4iNAgDXnkBN7drgtLd6ShdtcrlPPyjo92753x84HtzD4fNEQMHQlclnKIkMKDUnHhSyiRJ/yDbpsTRAN4CkOMfioUd7qqSgRfgALzx0wmktWvqmJ7n4jtnO85Hq5FVAIsYOBDpMW0x/8MfEF5ejDy/YByJagGe04CzuVbzHuqC6WuPYj+fCA3j0S7nJJ7btwzainLFhzP294+38TcYgOys6t8WpXHuXv+GwpldQOEZ52MKTwOX99gIC/gAOi1Q6qLZdeFp4KP2gvKciD4S6PAvoPVgz+W6m/cA/AOl+5VQJWbR4hb1+29xCxAU4VogQ+U+vWYvtL8T0HKO4g0BEcI8f32reps+Ehg8F2h3V82PS9QZ9WVbEjVD7TVrNA4TYwz/+c9/sHLlSmzbtg0JCQmuP9SAYBaL0MhSLqBXR4p0Wo0Wk1KEZqJib5301hrMuQcOhrjOaKxV1ShvNdR0hoV3reLmLQyGDDBtgWLkhoEBugLo47+wbuMrQ1GeNRTm4nZgAPLLrygqjDlrGjphTQkCemvxU7igOnfI0BJD8o/hqT3fIdKmV5BoYD88eBr+dWIL7jq1AyE2jpOza27au8+hUF56go6qb2oVBJ1RJbiL6WuPIrW1wel3iOM4jD3+Ix797DFkmyodrrm3ehK5c1+FpKUhuH9/WQlrpebE2aZsjNs2DnP7zEVqvCDGcGnMWIc5R5YVWmXgRaeJAcgoLEP6mTwHRT3V3znT38C8CbJyzJakoZi+7gQyDC0dPmd7rXZM7IcByTH4c+lK+C58Hz55uc4P6oFqoLsE3NQJ2LhRWahD5fVvsHgqF672c/ZOjekKsGu+8M8TuW5RStyZswS4r8bWkBXe7OXIr5wCts1wHGe6AiwfDlx+AUh7s+7nSRCEA43GYXruuefwzTffYPXq1QgODkZmlfEWGhqKgAA1Qrb1iycGZ21g30wUANJba3ChYxO8GnAvOmpuqJO+JKqMVyeNSl2x4XCGQ6PPJip6IHmKu1LgAMDpCuHfdCnKLj0qOE3mYPlxTuTfxaaho4+sxaNfPo5sUyWaHtwN/Ywv7HcjMbD/LykN37VORdvc00jUlOHNJ/sgqFtXxWuuVs3NdpwzBUEN49E29zQi7KIUcohOwJ8//oIgFd+hDvlnZb9D3uhJ5Ml9xWm1DvNx1pxY3DY7fTb6xN6m6CSK1/6ZQ6uxq0lbyfrJrb2+axdojUZYshQMZI6DLiIE+sPTAY30eKwgA6aPnsKFhCcRdTIGWQrXy9Zha3tqHwJnvqpeAAO1qxooua416EnVYPFULtwb8uHuynUrSYnbUhPZ7PqQ4laLKEfOW4Q+Uc7Y+SHQtAvQ9q46mRpBEMo0GodpwYIFAIA+ffpIti9atAgjRoyo+wm5iScGZ22RGp+q2FunrnBqvFbhqfGy4XAGRi/d7/CnOLOwDKOX7remd3mT80XnXQ+yQzxtP+NamIuTYTElINzXgIKKXIkh7aoxrQYAcrPRIf8s9F274OTYjxwaEYvj7A3sQ4aWOATg/qgE+OYo3w+eRASjg+VTOXtePoRRB1fBUFZo3SaXXmZP8eVMqFFQd/YdUupJpCai6uq++uSRjjAYMlR9p9Q0J840ZeLglm8R4MRJ1ACIvlqAtrmnccgm6iO39sU//wymkIrGA+AYQ3iHfHB2zlLRBX9k7Q+F+aoW+GUV3oHr65VdWIoopWigE2rc30oFsbNnOfZhquWIep3gaa8ml59Tg5Pmq/Y4lRKvQh8FvHAA0Pl6OB+oby7LW1yPqQ3O7ZQ6c0r8NB5oM5Rqmgiinmk0DlMj1KaQUBcpaO4g9tapT5SMV0AwajwxXiw8w/S1RxU7cIgpQwOSY6xpVLaNcz2Jrll4C5b9vcztuQKC08T5FEKnPwODT1u8evNkTPh1vDVlElDfmNack2ONZCqlBsoZ2Lrgw3g5/T0UVVanTdnX0ei7doHOaERlVpayQIhdOlNKQgSahPojs7DMej16Xj6EV9OXOHxcLr3MnuDYGBcrIODqOySXJhdwUydc/fMACn/8SfYecHVf6YIPY9KemWDaaidQrhZJJKtUXRpU0eVzqhrBRpQLHjUHICZUSBOU7EchrU+k2FePDTf1wDTjUunnLvjj0u/hDuOVrxcPrf4MCv867Dyibk8dpsMF9+uH8NTUGn3nGySepqI5/Zw7OGm+aosaR8GUC1zYra4xrDNcNZcV0wJl0k/R6vaaHdsViuIcdphylde0vpw9grgOaTQOU2PHW/UT1xr2xisiI3EqO8tjtSw1jVJtazxsi+lFbIvy1bA/ez+yr2Z7NF8RTleMqUOTkda8CeZy0pRJtY1pdQaD6gilaGDrgg/Dv+lSFNm1IbCvo/n54i9Y37cST34rRCPkBELsI4JaDYepQ5Mxeul+cOCh8z+FUYcFx1JN9Mu6ewhOwE139MaZD7zzHbJNkyvYuAFn+/eFJifP+r79PWB/X9mmFBaG5+L0jVvAazjJeWWZsvDithfxfp/3HZym/PJ8cDxDmwsM4SXCNT4Wx4HZ1UIVBHNQkzCV5xdsPfbUocmSmiqn9ZMQvhMVWh/kx4ZKt/NA1n5xm3RectdLF3wYfsa10PgUYucRHqofx9RDOpxcmuQ1gaepaEqf00cJBrs7uKqJUlszdebX2nUEjq4Bvn/McXvRZWH7vf/z7vHsUdvMFhCcqzPbpetx/CdlZ4+ayhKE1yGHqY7wRv3EtYqt8VJZWQmsW+fxvpzVzdiPU3rqbs7KErarVC30pH7JnrF9u1jTBO1TJs+0BHJWvIHIskLIVfkwACwqGn6dOwP796s6Xp5fMAAefsa1Cs1uGThwmJ0+GzzjMeHXCWAJDAX3aBwEQsxRoYh/bbrsWg1q1wTPDjHhq38+RJuLeTCYlBstykW/bJ0AnY9O+h2yxcPv0I6v30PEm184rEFlZqbkHrC9r+RSCnN3AYsHaJDe2vEKTf9jOvrG9ZWk58XuvYBP5lscFA/t96Hp2N7pgxYeQG5AGI5EtUCMQi2Vq/pJDoDhaiH8c8uApjafy/EV0vAUsL1ex1qUwb9pdXRKrZMPOKbD1aVYyzWJ2lQ0NZ+L6w582FFd6piIq5oofZS6/fz2bvX/e9sR4C3A2jHOx6x/GWj9jneOJ0egG9kkGyZLHdeAcOCqTCNyd2vJCIJQDTlMdUhN6icIdSjVzTiM0/t4TbXQoK9ZGqVRH4NR3QdItklSJlsAu9J2g1vzvTWt0DrVqv/+EJaM9e/9iqmDWyNRpYGt05+BxqfQYUz1vhkyTZmY+vsb1vTA9NYa7GnFWSMjBUEc8loHYn1qf4fPW3gLPj/4Of53+hNAqz61UIx+AXBwAmy/Q5b8aoPBk+/QltOb4DdPEMewN8c5CGnA4j0QFSRImCulFEYUA+NX8JhzDxycpoLyAuzJ3IMesYL0eNGmTWgy4ytV+8grCXT6oIVjDObRY/B1/56KjoXaqGP21TBcZhGIQR40HGAuU+d4RpQXws+4SVjDqsMfi+OQGyyck7yUB6AJDUXTee8jMCXF+h2rTbEWC28BAGw6uwnRwdF1XrdZp7hKRXPnc4Nmy0di5NBHVddIyaWLiVERd/GWIyDO6fQvwNU852PLCjw/jhqC3bif7aN8cs4SALdqyQjPkLuviesCcpjqGGcyw0TNkaubsUVM72qXdwYXvaRa2Dm6M4x6Y3V/KwVs65LE1wAwKWWirOFm4S1ClKk4C/F/bJGNBIkVB70vHcCSgsEY/X9/YfGjoxA9Z7qDgc1Xjf+0/Z3gOQ20OidKEjaUmKVOFdNwOBpvM5uyLOzP3i+piZPrL6Q26vDsPd1xT4tkxehCSFoa9H374MDmb4FKoGzmOCQNeBA6H/UF4hbeguXL38QYJ0vAATBnZmLnO/Px/elSdLD4YdTBVdb3bBFT1EZs5rGnlWNq3Z4swWGypse52kdLDhY+DKGaGxGSdoPTBy3JLpxEtXWRuX6hmF75OBb4zAMDB52/RdXn+vUJw34fx3tk8QANxq/gFVM4m7z5BoJurm4cWptiLVvObcGc9DkY5TsKU3dORTnKndaYXbfIGYPJw4Aezwry4a7o8IBgpMvVBgVEuHZSFPGCIyA3JzUcXyf0UPI2VrENN+fjEpW1ZIT7KNW8DZjl3eNQbVqDhBymeuCazZ9vAEjrZmTLnjF1aDL4s+pS19Q8nZfrb1V9TOGoI9qOwLoz6xwalE5MmShrsNk6HMnneEzLUU5l4yCkRiXnnsZhQ0tMyonC+nnzkDNTamD7xsSgcOR/0Ca8NXb+fha8goy5w/5V1NrYpiUq9RdyFXUQo1+TjwGv36hBj+ZhMO3Z4yDMcODYVnyV/RP2GUx4NeJ1jMr5EGGr/oeXu01EoLkj0jP3QqMrQfcbmqNbTBdZZ3R/9n4gV53xFrFkPkapGKcBEFUsqBpKHErAeiOqEeWIKgaSLjDs1w1FTEgggJo9aHFVP2kbdTzMt8QUn5cxU78Uev4ydAEWmK9q4OjewVozZujdAtjp+LY7Pd48EWtRi3g/+sIXsPGp7ev0Gix1ZTw5E0BoPVidw9R6sLJkuMfOkkgNHAE1MuZKbJkGtL3D+2suEduoBVErtbVihDqU7qGiDGDlM0DHT713HKpNa5CQw0Rccwxq1wQLHu3skNpjm95VWupd1UK5/laA1Cka03mMKil3e4dDbSpbZFmhVdTiWMse6PHzFpj27kNFdhbO6PKR2TICEYHR+GmJ8ENsMSWArwwFpyuU7eXJGJByzBdPbDW5rLUR0xKd9hdyEnWwjX5lFFfgq3eWoOmpddBdsXFYNRqA5xEBYAyAnEg/5L8svJVlysL4bePAW/TQ6IRmvP89AYT6RGHaLa84GMRb/v7HrTobd2h3liG8hJc4lylNhAckatPjgi7cCkNiV4naXU0etITdfx9yP/rYYbvturMqoY0+d40ElzwJOLcTxhu24tJ73zqtuywIdlTRE7FN4ZyU+AxubNlD1tFzV6xFLa76XYl1evY1Zg2GujKenBmD3z8O3LdYnWS5WPNUGw6AiLuOgBoZc2cUX669aI0zsY329wG7F3q+75zjglAERSdqjtN7iEnHwcfz47j6HlJtWr1CDtN1Tk0ltRsqg9o1wYDkGMXi8dpQLXTV30qNlLucgafWsH/m0BpUaH2xM7Y9fj+Zg+ziMlzEJaws+0Rw4qqE/HhDKHT8UJiL26E8ayj8my4Vy7asMAaknOAxYbXJ4Tj2tTYaToOOUR0BAHsy9zntL6QUdcgNCMOn7e/Eztj26Hn5EF6RqRMCL42yhZcA+QC6nOSxs2VVJEIrnW9BRa6DUp2FZ1ixpwjlcRxyg4DIEtn4icfct5NB/IOXGwwsuz0YXY1dAQCaKHUF7zks2UHtzhPkVCBtsV13h1qhhF4IeaoXcMPNTusuO/MW5ympGg3y2hjR4d7nFJ0Sd8Ra3MFVvyuxTs8+pbRBUFfGk0tjkAM2TQEGzgSWjYBTyfILu2shxcwOdxvtqu135IySrNqL9CmJdJzbWTOH6bd3hX8Unag5Lu+hqu/DhXSg5W2eHUPN95Bq0+oVcpiuY7whqd2Q0Wo4xafRtaVaWNP+VnIGnpoCegAIqSi19sb5+JdqyXDbYnwA4HSF8G+6FGWXHoW5uB3KLj0qqOXZ1KFwFSEYsbEMgMlprc3eRCDpEo+NC+YiMKojJmb8BbgIAIhRh6TzDGFFemQUPIIjUYngOQ00jFesE7JHfP+RrTz+aMEAGeeCq7LtZtlEEdLP5CEnpykCQ8OwpVMeHtzhnafh4l5sZxFRDIz6vhilt/6MkLQ0HI5IQKV/KKLKChXUCQUebh1SY5EDV72XIp9/HgVp9+Nfpkr8x4kanat0QDUpqRMV6vREVIu1yI1zYsiqVbD0htKlV6lL40mNMVh0CdBHupYsP7S8ZnPxDQIqlELqCo13XeGN1LQrp4B57Wov0icntuGVhsKg6IQ3UHsPldagvYja7yHVptUb5DBdp3hLUrsx0xBVC+UMN6cF9DaIjszzB5bDz1KO0sR1OM4zMK3UCBb9Qz/jWpiLk2EubgdzcTK0+jPgdMVg5mAkn+NhMCnnZIu1Np9+wiPUBABCRGiOPhBLBvGy8tpytVCmjPvA6xKtPY3Cyookct1qiChRqBuyHhjIsokiCFEKDcqzhiKwTCaS5QFyzhJQda1sFBezTZVY1n4Ypuz5ykHxUPw8D6Dt6kVg4x/3ONrLLBZkvT1D0VkCx6Fw+XL0GD1K1TFcpQOqSUl1hlqxFvuGvK5S1tQqWNZU6dLr1KXxpNYYLMkS0sScSZa7G/2xxaUoBJNvvOuKK6c8nxMgSHhvm+G4vShDUA/s8axQu+Xt1DeXjYiZSiGNWohOXG+iBGrv68Boz4/hzveQqBfIYboOcdrI0k1J7cZOQ1MtVDLcxFS2p9fzCL2q/HkNgPCKUry871tgn3y9ESA4TZxPIbT6M7CYEgFoYDElggNgDPFDC80+VfMNscvYizSVYvwK4L27gT1J1cdMOcE7pOHl6PXYFnsWfS6udNtJsieimCH5HK9KmEKMUvBFyeh1yBdAeY2ODbiIhtkoLkZHJaLQN9DpeA0AzZUciUKju6mzuQsXCummKubkbl2UbZ+kqCAfaPVnkVeWC4PegHV3r8NfuX+5rNOzR61YiyQCpiJlrXPSEGu6oBwcOBj1RnSO7uzOEtQ+dWk8qTUGxXHOJMtrEhXhK52/7xcC3DjIzX1agH2L3PuMFfFeUzqPqu275gv/aiP1zVUjYtF5Pf0rsP1d5f1408FuCKIEde2wubyvq+6VuBqIebn7PSTqHHKYrkNcNbKsiTFVV3izuaW7xfS1WfflTKI8vbUGvpXAC2uVFfPscdYfCAA4G2lxcfWmDWsLv8OVwHbX+1dK13tiC49SX4bwqxxi8hke2O74RybKZMJ9J7epPRWnDP+ZIdRUfQxnwhRiNMNw8jDCyt13lngAuf6heL/LgxjXLQp+WXsR8n8bXX7OnJODlG7dkKhRV4fz98ldyDDkImbvWQR/8r3EAXKWOlu0aZOswIMc+/78G7e5ce/b9knSBR+Gn3GtpJeXKNU9uMVgVfuz/S71Mhiw4KGOmL7uhKJYixWVKWvapCGSdEFb1KYL1gt1aTypMQbVpsJptEC7+4CdH7o/D5v+a/LvFwFzk4A75qk3zM/tBIozXI9rew9wYZfUCRD7JF0tUHes2kp9c9WIOKFX7TnY9o6J6UpVHVs9ihLUh8PmMtpnM85TvPk9JGoFcpiuQ9QqdakdV9fUZnNLV3ha92XtqeTiyburepD8YPecQlf9gZiNtLitYcraROPwRwZoruQ4rZtSOmZUMTDtu2rxA6X0M7ntSuOVYHCMdEkcxRs1MAbGWKMIYjTj21l/qDyC47z2JnbFqBf/hYrgI5i/ZAumqviszmCAVsPhzv4dVDmjs059iqAjwnlUQroeSqmztn2e1DB3Ty4sYevROYhXdP7FhxObj2biy9/PCudSVR9njztS3XLfpcSYGKyfPBnHWvZw/jDEjZS11AQhXXBO+hzJCLXpgvVCXRpPaoxBtalwR9cAOz+q+ZyUMF1xzzBX6yBEJgJ3fyqIVojOQWw3YIPrByHV1GJhvqtGxLXhYMs5JpwG9SpKUJ8qcs6ifQNmAqdruH/r91CpSbSHKamE13DXFiKuAdRKZasdV5eIzS3tJYjF5pYbDqt4mughYt2XfXRONF6LNm2S/dyWc1sw8IeBGLlxJCZun4iRG0di4A8DseXcFtnxYj1ItF6aDx3ma8DIR+ZAFxMDWR1wBWz7A4kwBvCVobCYEjDylub4v6d7YMfEflaHk9NqET/1VWg4zisCwUqzdWe7/TwUnvEBEM6ZQXAUOcYcmgMPatcEw+9Qr4Bof5xhV44gtXUkZqXPwtE4IaKlGPfjOOhiYqyKi33uT4M50qA4noewv+NNhfnLnZ+YTps1YyaYRWgwa+EZ9q7Z6jx6LH4cQKGvHuP2/h9ipo3D5QkTcH74cJzsnyq5jzcczsCts7fioc93WZ0lgIefca14anb7FeY1O302LLxy41tn36WMsWPR9tQ+3NmpKW5OjJSPHLv5RD01PhUrh60EAEzvOR1fDvwSG+7d0DCdJaDaeAIg/6gB3jWeRGMwxO6BU0iseiO0JvLdfiHujd8wqUrC2QVqHYTf3hXk0K/mC3VaCb08XFub1Le6JK57lTPjBE4rjFOD6JjYP5RgzrIbavnc1Uh7q70vPCV5GDD2MDD8R+DeL4T/jj0EJKmLqBONG3KYrkNESW1Fo9vOwPM2Fp7hj1NXsPrAJfxx6gosvLo/sK6aWwJCc0u1+3MHl3VfkBqvImJPJXvlO/FJvK3TZLsugeabMPbGxfDPfQ5XLz0I07mncf6vsZj6vQ6XHx0Fxpiyga6A2M9JPIXKgm7gAKw/nCn7FD8kLQ2x788Fp2kYPxO83f1a5CfUIrlqAvtx5HOyhnGf+9OgMxrdNu84AObMTBzc8i2yTFlWUQ5RsEEyZwCMMYniIqfVIu+J5xTHcxDSCZMuCfNXdI1tUmdFx+bjH3arPo+QChOiyosk22ydf6WHE1r9GWh85Ht3AVKpbtn3PfwuSfDgibroMKc1T0O3mG4NLw3PHm84Me4eT84YVHuc397zXL7b7j50jhuGuRipUxOvFqMUR9dItwc3Ufd5W2qjMJ+3CH2VDi0X/mvrGFzY7cKZAcAswjg1x6lJ36raEiVwRwilNhGjfTVyrGWwrrsSXO07hIRTKCXvOqS2JLXVUJN0utpqbqkGT+q+3GmauflotsO6CMRV/RPILCzDiMIgPHffC0j5cYlbYgliPyfR0PUzbIFP2B7kZA1F+sn26JB/1qEuSxce4dD/qC5Z3J9DYSCHvEDguDEU8XseQER5CfL8ghFjLsYdKvbRUXOD7HZOq4XxlSnC9wBQVpRToDjjPFD1FVHqL5UXDFheGI7Wqf2xJ3MPckw5iPCPwsScCLRIGY5RB1dJrmGeTe3VLUfUrfu+P//G6LM5YACi/IJdjgcAk84PenO5fOSqSvTljQFT5JPBbOrenKEk1e2VGkp3U9Z4C3CuKgXz3B9Ai1saR2qLq/oVEW8VwbtK/VLi6Bp5JbnaRI1h7jTd0B67tDKR1OnAD8NVfN4Gbxfmu6rbcSfi6upeqWnfqpqqEipxravIkax4g4ccpuuU+pDUFp9Y2//JEdPpFjzaGf1bKzf2FOSgeYn8tcWUAPtAqbvNLdXgSd2X2qaZC3dvxnurLTJ/ih3PlUGIZCzWtsD8ga+gbe5pRJYV4plDaxBSUSobMuYBXAn0x7FmlQ4NajldIW4r+R98H1+B8wXVT3nFuixW4UK5qpbgITgP67tqbOquinE0XgOL6SYAgE++uj/MzlJLlb4HaghucoO1GTBQ3V/KXjr92fZheOuHgZJ7gTeEIp0fil1NXrFKqhdGZOH0Tb9Yz1dtw+IvjxWDBYQD4HE8jiFHr0ekyaR4L5h0OgSZnYhdVDkskaeP4rKhpePbZnVOmZLio1dqKN2puxGNzZI8oONnwDf3A0ERjaeZpysnpi6K4J0Z2S6fjCvgGwxUqHO+ZVHrlCjVnshiY5Q26yFsShrsxudroTBfTd2O2rVQ00+qpg7HvsXAbRO8/0DiWleRu9YdwmsAcpiuY+pSUttVOh0HIZ2uTytlw+BieToCW86RqHLxlaEozxoKc3E76za1TTDdwZO6L7XNMBftPgiGttL9yCiQ2Z5rSbkZ4DQ4ZGghSIMHdcHkX39z6NNkTfHqrwOvMTukUXX/m8f4lTwA+dSsqOefU3UO3sQ2Lc1epMI2unEssjkgG78TB3PQGY0uU0ttvwd/n9yF2Sc/xXNreUSUyOcs8wAQHYG2/f4F7uvPwWsKrOvKNJy1HxRjAMcH4pO/PnGcmtg8GI/iECfcu1r9Keg126rPz0XDYgbgalgkfvNvJrlflgziMX4FFO+FILPZ6XqIRCiolllMCeArQ8Hp5NPyXEl1e62G0pXkcvIwqbGpsflduFaaedZFEbwrh8zdiERIU6Dz8BpEpDxwSsRI3S8zXchvV2FvlNpG+k6sE2TE5eYFOK8tczcSqLaB8QsHXEdcA8KBbTMd37e/V2rqcBRf9n4UhLcI/wLChTozWRq5ity17hBeAzSM4gSi3hAltUPvGILA7im11n9IbTrdvnPyP4Zbzm3Bp8enQqOTpqCJhqcu+DA4COl9Ds0tPcTCW7Ancw/WnV6Ho80YdEajW3Vfapth5hdJHTxRgYxzcq7iuMCWs6GP/xwHeu7EnHs0yAuSfqXz9GGY2/d27Glb5jB1jmcuRQXyv18G3oVAQb5vIN7p8hDe6vsccvxC3K6tsicvGJhzj2PvKEAa3eBtipwdTAQ3U0vF70GHh55DbnIT/N5WI1u1IDodTV95DfsvlsCUISQF2mfzia95hTQ/a1qkcS3ESibRERE/4qo2CgDeb98VmpCjkvtFSA/UIM8uEOSu6H6eYnqf0PQXcDxvNVLdXq2hdFZ30xCKxGsTT87PWR2MHErF/7b1Pu488e4zRbg+kYnqPyOhBoIXGi3Qore6sXJGqRjpGzQTeOCrqtooG1zVlh1dI0R3ltwB/PCk8N957RxrpmxRm6Z1YbcLkRBWPV5uH0D1vWKt+6oB3oyCiOv21Z3OnSXAcyEUd78XtYHLejtOeNjQWB3CawCKMBF1gto0udwSx1QhSS2QvdFfVYLlZ1wLU3GyY3NLD9lybgtmpc+SpFGl9Q3Bk98ycCrrvpz1VAIE4zLEJwrFpgSbrcoKZLbnCvDwb/qN5P301hrsacmQdEGDoAu3IoclY+Tou5Bo+h27z2x2OH6bC0xSb+MAY7BkZSHvvuGIXL5EMWLx30Ectof6wVycANbxbrya7jhWLYv7c3ZpeNapgJlDq1IwpZT6BiDUrp+SNjQUMW9Md5laKif3Pq1iECJ2fyE7ngNQcl9/hA0chOwDl2AuboeyS4/Cz7gWnE00kJlDUZnfDX7R8kqIgHzz4PKsoYJcd9XDY2e1UYsHaLArKBJ+0Y73i5gemHSeIbwwAKN/08K3pEiV08QA+MTE4EqLZHDFFbImltJ5q5Hq9noNpVLK2rVeE+Du+bmbuqc2unGnXLRFhj5TgD5VqXtqn5LrIwUpccl8Z3keNXOn9s3i5NGP2toyEU8jgWodj+IMoMMDyhFXlxE9u3vF015aIt6Kgiitmz01uS8aQiNewLvy/kStQA4TUSeoTZOLCvJDrt02V7VAouE54U4fr/RhEpXt7J2czQnFKLxHizG/BUOXW2DdrlT35aqnEgA8lPgfvHuw2rUQFciUEM/VL2a19bUtTCukhLGmR1B68g7EhAfhcqV8xE1UzXNFUFkxvkpKw+DzOxBlqm54VBwAbG/HoSTQBH2Tr2DCY9gZ2x5vyYgZaI1GsPJy8IWFsuIK8jVL4kkJ/xGiGhrEhPjhoZQb0PbMfpQiAEEVVx32ZykocHleck5xjH805i4QzlHJufD/5SD++DsbUYF+AATnwVyc7FBvpgs56HIOgDTN0FLliETFr0GpRUiTVKqNYhoOXGap4v3CNByONeeQfO4q/ErUxf1EJ9g4ZTJej22H0Uv3W/90axhvrbfK8wtGys23o1/bJ6DVn0VeWa7T/mL21EkN5bVeE+DO+akx2O0dAN6iziHjOBdOCIDgWKGuRUSt4/LCAWlvJE/FLERcGqUMSL5TWIfYbq73pcbRVut4yvUvUut4bJgM6PyVHbkjK9XtR7xXnPXS8g0EKkwK5+PFtDg1an0B4cD9S4Dmt3p2X9RnXyc51KQZE/UGOUxEnZCSEIEmof7ILCxT+plFTKg/usSHY+Mx6Xtqa4ESjDVXc3OlbJfeWoPxHQPxQ/xc8Ll5Luu+xJ5K9oa5+CS+b1x/LN261bouahXINLpS2e0cz5B8gSG8JB+llt3IL74J762uhL5ldc0JxzO0ucDQNFed4pP/jyvwOIDcQA7f3sohqAzodZQh1ATcsYfhjj0MucHAor7LsVWTjJ2x7bGrSVuJcX3X44MxePcqFHz5pcP+xRo2uZolAAj3j8C/EsaiWacUayNTDeNx4p3/4MRzz8pPukrpLbh/f9lro+QUR57Igi5XOR2DA+BzJQczZv8fchLbIUzvg0JTJRg0VVEim/NSKY7g2Dz4cfRLehGpy1ORXy6koNjWRgFVEbfKUDCLa2UItY4xIDitwffdA0t5BSL/OYyRN8dh5cFMJP2z38EJ1p1a5eDciGmsrho0A96toZRtDF1fNQHeUqxzheooTRSwejScGuxrxzgaaQHh6vZfmuOi4SaA22dL10Dt03Sdr/ejf0pGqRjt3DVf+BeaALSYLr8Pd66x2kjg7oVA91HS/bh0LKuwb+hrv2Zq75VAA7BqlJNjcYDWD0ApahQFUbN+amrjruYL/ac8TcPz1JGtTdyNXhJ1BjlMRJ2g1XCYOjRZ8sRaRDQDldLp1NYCqR3nDDXKdhllWTjeXIduPYYojrM34NbdvQ5/5f7lYEhaeAse7VOJeb8cADMHg5kDPZ57ygneLnXrB+T98jNubncn0oOFVK9ux3k8sUWa3iU6LK6IKGX41w6F94qBCWtKUNHrZ+yIHACe0+CQjcJa8Bc/4Ob0JYDCsdZ052RrlgDg5W4v4Y5EqYB46e59MGc5ecKuIE1t4Rl2nc7B1PS3ZZ3iLn+rc7ojyotxuKja+ZcTHHYljiCmGT6T0h+tY8KszqD4HXj95tcxbts4YazN3sUAXXnWUDBLgMu5qlXb29qew01nOfgtWoFMrEAQgN7+oWDNbsJ9J7c5jBeFQfDBPISkpclG7Ix6IyalTFJM0RNrx2qC4nG7vYxUd6THbWAWi2eOXF2m96iN0nCca4P9ah5gH6hVrBexI8iofqwt9fk0XU7Ewb6PUXFV5PP4OqD9ndXb3b3GaiOBG6cAf3ws3Y/EsXSGCwNf7b3CmLp7pc8UYP9iz66b2vWr7QhxQ07Z9VTen6hVyGEi6oxB7ZpgwaOdHfoNxdj0YaqsdJSxVlML5EyVyx3URrOcjdtyehOWL38TyM2zpk9FB8VgUsokDG5R3RHc1tDzb1q1sTwYbU77IvxqGQoDATCGMBNn3Q/PcWCWQIcIU8oJHuNXOBr7YaYCvJq+BG9hOLTne2HCr7/IzlmN06QBJA6C/Xs8gH/v246dA/pLBBk0jMeog6tkPyce+5ajDN/0YbIRJmOg49NRT6SpxR5g2ZVHoI+3T/wU1nDIXnVRtzy/YOuahel94KfTILPIvv6uuibJXs7d1unp1TdGtm+YUnSSmW2VIXmXTtnRmDDk+FsQWVaoqPpXEgD0PcRgb0xFlhVanSVZYRCOQ+a06Th0cS/+e/EbZMcBsLmGWaYsvLjtRczpPQcD4qqjSZqoCByP0yCn/Er1AwTA7aeqSpHCbFM2xv06AXNTHkfqltkys1d+Gl60aZNjqmCVzL7TVMG6Tu9RG6UpVfdd8YiQpkBcd2DOjU4GOTHk6/NpukYrHGvlvxUGVK3nlmlA2zuqJerdvcbuRDDl9iM6lj+OldZzyc1XycDXaF3XJQ2aBZgcfxdl4SuBF/5yP13SnfWr7QhxTRwy+wiZq/RN4pqAHCaiThnUrgkGJMcg/UwesovLHJ6qy6GmFkhU5ZJNzXHjj29No1k7vn4PfvO+wBibCE6hHtienIH/HhsLPDoXqS3SZA09IUKULyPEIIzJDQYWpWrwW9BQ+MWsBacttabYKandiY7MqEOrAJ7JjpGLjijhzKnSADCYTGibe1oSXWqbe9ppg10NgKhiQYTCNu0MAML9wtExqqPDZ9RKU5efPInS3enY7h+L0f/3FxgAXYhj2qPtGjqDB5AbEIYjUS0ACOuWb6rE1091h4bjkF1chtzicrz94xEhJfFiJQoz++NU+z2AX7V0u+j0RHFdwDOG1QcuyX4XUuNT0TeurxD5LM3G9FUXkJvTFMzq+rh2yq7mDMPCDkxWjEOsWdJU3Sly949TGIMlLw8R73yFqRDuUbHxri3ffzYeTX4LktT+lQUDP1SNNfqEYFJePlJzL1V/KCAc6D66uvbFzqi2AK4bQ2dsRd/7F0O7cbLQh0lE4Wl40aZNQtTMrs7OPprmQH2l96iJ0pzZ7r3j2ZM2A9jxvosIk4sn9fX5NF1N2pcokx3f07NrbI3uqJFeV9hP8jDAXAaseNr1LuQMfFd1ST3/Ixxj22zlMbb89i5w4GvBYW9/n7rPuPsdcbc5tbt46pDJRcicpW8S1wzkMBF1jlbDyT5Rd4arWqDU+FSPUoLsqUk0q2DjBkS86aiuFmoC7tjL4469QP6P45A3/R3MKpnr4CzJRYhsiSgGJqzkgWGrsKdZdYTOldqdBoDhqrLDIpyXwKGI5mifd9bpWFfY9+9R6udjj1ytTX55PgavHOxwDfVduwgy7y64snAhrixciHC/INzS4W7saNpRtrbIpWJgFRyAT9vfKYmgAYK6452dhDBhwcZNSNo8AxGmAuv7OdtD8Vm3/tiVYJA0XL6qN+Pxb76xikUYfNrg9SHtEB7oK3mg0C2mG5jFgsCmm7Dkz33I8wvG4agW4DmNU6U+MRK1MxayYhxFfn74uW0n3Lt/t+uTV0FEMTB+BY8598DqNKWc4DFuBQ+gQHHsnhsLMS5Ig7mmAKSaqnLDruYLyl47PxDqJq5KHZ79PZ9R1Rh6f2RTdBt7GDj9O3AkH3h4GdDiFgfHhVksyJoxU1aURPRGFevi6jO9xyZKYynOwH5LMXJCjDAEGtGZt0Crtg7GE/ThwO4F6saWZHlW31WbNWHuRBk8vcZqojtq9hOsUtDI3sBXI55w+Aeg32tCmp1a3I2curt+ta0a54lDphQhU0rfJK4pyGEiGg22T9tzTDkw+EUi6QIP/lAefvtrAcZfmQ/e7pF4tikb47aNw9w+c1U5Te5Es2xhFgsuvfUmODiPwoQWWZD54njE36NBVpVB6bQfkg1itOiJX0qwt43Wmr7mTlG/K2rqLAGO/XuU+/lIUaq1EdO63u/zvvUaclotosePw4myMuV+PjaElJdgyp6vsDzvPPbEJKFJoT8KQkw4foOgNqd2DVcm9sLO2PYO26OD/WHhGf5cuhL6Ga/Avlw+sqwQU7ZvxFvlw7EzNhF6Xy0q/P6C2bgWehsnp7gyFC+slTZibhLqj1mGXMQuXYiYzExUCTMjxz8UCzvchZ2x7WHQdMVr3R/BicKD+OS3PyVOmcjO2PbgGI/nD6xAWKWQ0hlWXo4Bhw6pO3kViPfoiM089rQSrour6KcwVgtwwOzIcPQ1XYXk21VRCsaXwpTjC3OZFjp/C/R8BnK2vwNEu37wkmPKqXpifTNwZJ3wXxkjy7R3nyQNzwGFujgA9a/Ip9Fii6Ycs058Jv/ASNHwrCFntquvX7pySuin4059V23XhLkTZfD0GruK7qjdT3xPICBC+uBAgkLERU0UregSsOdz9xoQuxs5Vbt+J9ZVO4q1WefmrkOmpu+Zbfomcc1BDhPRqNBqtOgW062qzmASLlYZOAYAH8ukA4kOz6z0Wegb11dVep6aaJZYFF6ZlQVLXh4s+fnQ5Cj9IatGrAMSDUqm4VRHN8TPRxUDyed4q6EfWurlp8ZOUKphAhzT1UQZ6siyQhT4BiKkolSxhiY3IBTHYivBWIWi/zP9j+mSaxjcrx+wbh100dFg58+rmv99p37F/ad+tb4WU8jUCiPsimkreS2qO+aXlqPXzC2Ytewd6KHsHIw+vBrdHrkTXx9ZD03EUof9i82Jyy49DHNxBwBAi2N7YFiyBJV2+40qK8Sr6UtgmvI2bnp0MLQaDuGnAvBBkfz90PPyIbyy5yuH7cGVJpnRnmObYomq/3c19v7tPA4353AsTov9/n7oVlZdD1Z0wR9Z+0Nhvlr93dUFWBDTwwREu56P2jRb1XVxBzYA9g5TfSnyVeG0lkt8YCRnePqHA2UeCDaIqFGLAQCfQPk+QM6iFHVRE6Ym+hZc5YSc26lun7bXWE10R81+AOD4T06cJQjHkIu4qHVU8s+6M7vqY6qNnKq99w9+D6S9JU1HrK06N3ccMnfSN0mw4ZqEHCai0aFUZyCXDiSSZcrC5wc/x6hOo1QdwyGaZVMPVbBxEy69+RY0uZ4VU3OQ1ux4EiEat4ohuKz6/C0coGHKjswVfSBg0SKyvMijhrLifjib/5erhRHT1XpePuSQ/iVKCnAyn/u8a3cwn61O7a+C8gLsydyDHrE9JNtbrFmNyr8OovSPP3Bl4ULFz8vtW7xn5t7NITdYeK3s1FU7g7b7G9axCZ775k+0yznpulbLVICepefx35AVQjTSblLia/+m/4eySwBf1A7PKAhmcFUfCP3yI2geuROAVlG+35nwhiubV7xGDO41I44oZoh1VqNuw307Ge7bKcjTl6b4AwbBYSq64I9LvzvKW5uvahDwSxDSQszYnKxTSKhxTwxGbV2c7sDHwNFOUmOqtustnOCqFQIHDrPTZ6PvvRugtTU8Aw3AymcAdT3F7RDP51YA76oYrnSXKUQp6qomTE2UIXWa5zU1aoxsNfuxrocTAiKE9bBHraMS3lz1DB1Q45TF9xQk7l0JS5hy5dMaa8sJUeuQ1XcUmah3PLWdCKJecFZnYBu94XjH9z/56xNsObdF9bHEaNbgFoPRLaYbtBotfv3vd7g8Zgw4D50lW8JLhD/IaqMbtgTZGTlc1enan7XVIenWBQs73l2jhJy8YGDOPRrMuUeDvCC7Gp6AMLyVMhw7Y9uj5+VDeDV9CaLsnAe54+YGhOKtlOFIb61uVnuy9jhsE6Wp/Vq2lPmEc8R75vGNAdgY31V2feydQZGYUH988nBnrPkrAwxAj8wjqo55+vQeaHzkVe1EOI7Bv+k36GD6GYayQmWnxiZNDKiW7wekjpAovKE2ICAinvvyln1wxT/Urc8O/1lwgtwhohiI/lmPogv+YDyQtV88prybN2ILbxUzkb6rnD4rh4VnOBjeHJURUU6+Hww6vRl6Q4VgrPM2/bpEw9vJXN2tt7DwDH+cuoLVBy7hj1NXYJE5T0BdK4RMUyb2Z++vNjzb3yf0rynOUD2famzOJ6GXYNw7u7P8QoAKZ0+FbKIUIu7Uu9QUMcoQYlcjJNYMJVUpm3pyjd02nhX2o6onUZ78eoiOnisKL7q+lkqocco0WqDDA+r2d/pX6fertrH9Xoj1U/bUcxSZqH8owkQ0KlzVGThTXAMgPGmN6wsAbqvpbfjrIvQfvw/Aoz8pDuQHMjDG4Vic8+iGLc5kvW3fF8mrSjnb6d8WFlMiZnR7DJP2LIXWTbdp2c0clt9W3Vh2T0uGpAsaBF24FTksGUeqBAicRTLEtLSiAGBxKof8YA5HY7S4msOpf3LjZNpqIwT2iOp+jxzeK/v+FX0QFra7G39U1S6NvKU5BiTHICUhAuln8pBRWIaelw/h7lPq1MjW5B4RckhVEO37u6pxFdlZOCo2jI0y4JNHOuLNH09Y5fvVCm/YwwGY3as3fo28A4vbDsZ3Pfxxo7YMmTNngs+XT+USnawQDzL9xPsg688QaHx4SRqe3Ox0pRx6/9kRWzucg8amFsw2fdYVotx8RmEZerYcglfTl8AxFirceMabisBpFNKQvFhvYTsnkSY27Rds8bgVglpjPiBcWqdkfz5O66M44KZHhT5HrrCdT10/zZeLMsR0BjZtAY6uBkKqog7uXmN3jefgJkKTX9v98BbglHw7CAfkHGCNFhg4E1g23Plnd80Hbv6P0AtK9aM1NyOnrQeruxe2vwv89XXt9C/zFHfSN4lrEnKYiEaF2joDpTS3TFMmPj/0OZb/vdwtNT0Lz/Dtl2sx0UnKlVoYgJyAMPypGQYf809gPoVYPECD8St4h1Q3W5y9JyL+mfupK4e9N3I41oyDhQ+D5WQCAKDQN9BtZwkAjiRwkh5JTMvhaDwH1uwvlP4z2DozNRLioVchOEvxGjBWBP+mS1GR01/VPAL51lYJ7puaScUk/jAUIESvQbBJXfNZZ4hG//e9OKzoeRUWyzpEFfvjzQEPSQzW7OIyiZPoDAbgSjBw5MZDUONycxxQGKrO65h87B38nldgfW3UGzH9oYkItvRAdmEpmm49B8j7g87nAMDo8xt0wfEI9w9HVoc4IDAGraa9joyxQlNd22ivrZvh+UMFDmaTDqZsP1WjS/Jao/Tkg9Dpz4DTFWNs3y4Y1X2AqsjShsMZGL10v/UbsTO2PTZ27447Du6U1kzpLTDeVISQOJvQrpyx7oV6C/s5iWQWlmH00v1Y8GhnyT3ocSsEtcb8fYuF+Sudj6IT0VRwIgLC1RnJtvPx5tN8tSp7tmlfR9cAC28RpKJXPwfwZVKxCbXX2C1JcQB3LwRa9K5+LSd64Qylnlt6laq0B74B7l8MbJys4pgeRE7dWY/a6l/mKe6kbxLXJOQwES6x8Mytvkm1gSiyUH7ypKrxztLcPjnwicM2V2p66WfywK6oLMhwBscBjOHT9neiorQ9Kk62g1Z/Br8GFaO8Vw7+vWeXosNR4uuLkIoKVYfpcYLhq34a8BoO5RlDITo0nkQaCvVC01y5U+F0pQhsNRPlmXfDXNzObQnxquWAT/he8OYAcNqryqlqFj3eWF4O4AAAID7cD+OShLc2nd2E8dvHo3saMG5V1b5Vn6EjYjSs/58Mx5sxhJXmoyDoS+j07QBUG6tRgX4unUQRDoBvJdD1H1ZVY8cUz5XjGdpcYIgoZijw80NIebmssyw6YX9E5iH5nLCu+UHA8bgsTPh1PObrHkfy5z85V39zQUwB4J/yfyjjGCbvELYZ9UZMe3UkjHb71oaHK0ae3EedY5/rFwpAA7MpERyApdt8MKq765ilhWeYvvaow1F2N22LsfErpap8hgpw9rtUMtZrUG+hNCeg2hmdvvYoBiTHQAseOLcTnYszYPQNQ3ZFoXutENTU5OgjgZJMoWFqoBPHzJkTcXiVkP7HXDzIKLX5ffVWTZgnKnui2ITGzmG3N+DVXGOrkf2Y67GA1OFREr1whtI1UhuJu3oFyDkBjD0svZamK45OlCdKdRKnA3B+brXYv8xTlB4O2Kdv1pTalNInPIYcJsIp7qSG1BaCIt5MiWFmnzBjux0Agq+6F0URi6Pf3PUmysxlMAYaJWl62cVlquWxRYIHDkRperrEgLwaGon3bhxiI02tgcWUCADYEQnsHNgfbXNPY2pPI5KS48Ez4PVFv+EU7w8NGGb9/qnL44qiEklnA7Hf7x6rRDUHgIt0r/8VAGxPlkaXHI6nLa1SdnvUIwlxjgM4n0KU56TCN2qLbANWDc/Q8nBrhBWvRp5vBI4YmuAKKwOQjBdW/Q+/m4QeJ7vbaLAmg2HYbrkCePecKA2AqBJg6v9VG3r5P45DwZvvIWzgoKrJu+eEBpUJvbTm3APsvlHeqBcaGPM26nLlsoIZIsebAR8v5CVqdLnBPH5P1iBi9xcwq56dPFnhQk2VLdmmbDyL/2Hul+/h5pwwmHNyoDMYYM7KwuWXX67hEQUuNmPwOcdDW8pZa5JsESO1tkIcDEBGYRnSz+S57PUmplM6bOeTkMFFICY6D/K3vZcEHGSMovQzBbJzEhHP7+Sv36D1n28BRZehBTBJH4Bx0VHgOM7uubeTWi6nT8yrjmbKFYQhbAmJBdJmAoGR1eIRrGpskBFoe3e1cXd0DbB8hMy+Zdg0BUgeKnzWGz14PFHZqw2xiaQhQMdHhBQzV4hOuKfqeqU5wmft5+ZOauC2GUB0G8e1aTPUO0Z88jAhivXTeNcCELXZv8xT5B4OxHYDNmz0zv5rW0qf8BhymK4TLLzF/ZodN1NDagMlRTxA3oDkIEQGhm9hSL+ROTX0HffHkFeWh8k7JgOQpulFB/vjSFQL5PiHIrKs0HlqHMdBZzSi6dw5AKrqrnJysL9Egyf/NDs0PbWF5zQ4ZGiJS106oWunpvj9ZDbWxu0BpysGVxGo7vhVBJweAnOz6n4+DMBNQ/pAd+A7mLOz5Rt0yrD3RudrKEaJ/IxrcaToJadz5CHUVclFrKC5Csb7QqOVRtFSTvB4YgtDVHG14ENuMLB0UACAqUgvXQDGVTs1X/fT4mSsBU9tYAi9Kj2Eu06TPaFFFlwe8yI0H2oQkpaG3JJyxJa4+qNfjaT3UEsOTCudjbMGxnLz5gDceszRrIooBobtrllqIgPAc8CGznLOSpX62r53seHeDdbfktLd6TU6pnjcghANRt0UgW5BDONX8IrqinJNhAHhAYd9ZNw+hTO7WN4x4aHB9MrHscBnHngGO6fJMwEHBxSMIm3SRLgqcBuoSceNv34A26uearqKudlXMCsyDFm66j/rLmu5lJ6YO6PoMrDcST2MaNwlDXHP6Lc3jGtSE+ap4+PtBsSqU+rsnHCP1PUAbJwi1CDZG9emK+qifCJya+Mtpbqja4RolUtnyYaGpjxnvxaVld7Zb11I6dc3jTh6Rg7TdcCWc1tkewq5qtlRnRpSS+l5zhTxnB1RTvjBvgmtGmzT9G6L7wdoNFjY4S68mr7EZT2RccpkcFrhRyCwewosPMOU2VvBc+r+YP2TVYxPdq/EN6c+hD6++g/L4jR/TFijbv55fo6qZh/8fBKF0V1wX9Y6VXLSis6NHWKUSBvxBz7v3hGTf/1NUXp88QCNrCPrG+EocJBygsf4lY5rFlEMPL+Gx+mu8vPZnaRF+o1CWpuYphZsAob/zKvueSWHqKqXMXUaWFk5Yit9cfvpnW45Ytb786JUmMRZA2PxGbs2MBB8aanDPpVEQDxF/Kb8mMKB18nvzVZ9rVtMNwCAvmsX6GJiYM7KUu2Qyx33i1SAaTikt+Yw5x7YRdwEVcZP298p20QYAM7mmnDr7K2SaI1tCicgNBuWh8cW/0jc53MvnsZvSCvPqW6k68pYV2MMODGKuqWPxUDNGGzk7fo8VaEBj6k+/3P8LIBUkwl9TVexPyIWOUPegcEuSq6I7RPz4gzBWDbVIP1YNO76qKmDsf/sJenrpCGAf6jQIJeDIGOupGJmi6eOjyfNVZVQnVJX9e1Nm1F97+QcVzcPOeyN66NrgGUjVMzDdh+1FNXxJM0QENbjzPZGZVy7TV1J6dcnjTx6Rg7TNY6qhoYKNTtqUkPUpL54iitFPFd0/ZvhaHzVC3Mo0uKGYVPG/1R/3raHScBNHcAzoSj8rZThDj2GRPioaMS9/gpC0tIk212tpz0L966Gf9OlVb12bPaTXIY5Gg4vrga0SgZpVYQr9V8DcWjrKetmud5ISrhybpTwj/kJB2KAOZEajNjMEFVcPUdRsc++R5btadim4jlzIMRIDQBoGJP1VpiGc1BKTL+RQ/JFwJB1Gy5xPnhx1yZElLjnYHAA+Px8XH75ZQQB8EAVHoCjMImrBsYcIOss1QY8JzhLX/dz/YfZVn2N02oRMmQw8r740qPjFoRq8UV/JrlH0ltrsKcVh+QLQHxlKDKLHsEO/zhYZCJLHIBQvQ/mbfnbwezIKhK+f1uOZeH2Ds1ke1b5BB9EkHEVzD4m/APgZQRgjm8HTGqahtS4Ps4NNjXGgAqjaLrvV9hS1hUWmbsyRXMcsZxy81ItGLrlXQI0oUCVE6sK8Yn5me01c5YAWI273co90RRZ9xLgo6829O3XU78IGDIHaHuX8/14qrKnNnVt13zghpudO85qo2shsUC7e4FNHjiYstgY1zcO8rxxrrejOjVp4vvbu8K/RmRcu423o5sNjWsgekYO0zWM6oaGcX0dnkIqpavYo3acJ6hVxFPi1kN++DzpHlj4UPCmBKz4B2jaIQpFlVdUR5vEp+i7L1dLjO2MbY9dTdqibe5pRJYVIrS8BEV+Qcj1D8VTz92Ntp1vcNiPe+vEw8+4VvhfO0eA44ToyfsWf4xfW+I4pMrjCL3vPpxetgrt+QAciWqBHhlHquSS7c9PwOQLBNpkwik5N2oRjFyGpPMM4aUcCoIYjsU51kKJzpKc+IEaBwIAbrzEcDBO3bwsfBgSUkbj/7aFILDlbCwK1mDCSufqhLWFvTCJJw2MvYF4D/yZINQrZYVz2NBZObJkj636WtGmTcj7cpHqY/MAiqtk5s0RIUiPKQHTOB6XaTgciQeOoAijbmyB31ZbZCtbxNdK7ggAzFp/HGntmlp7Vo1euh8cgC4hK3EidldVzVf1DZldUYBxZ5ZhbvzNSHXmLKkxBlwYRRwYYnAF3TTHsZtPdji/aBQoflaCp8au14xkJvQFcpfyImG9ev4H2PkRHNbTlCvIY196AUh7U3k/nqrsqVZxc/G0X21K3cAZgpqguxEgl1QZ13s+99wJ83Y/IU/TDG1pRMa121zLjXGvkegZOUzXMO40NOxm9zRSOV1FitpxnuBpXx2RsPIytD4TgkMGQVSBA1CeNRQsYpHbxSz/23MIQHU9kFhrZE9UsB5/nLqC7MJSxJ47gZa6cvhGRyPaoYs6D22VDDIzB8NiSoBosmv1ZyQ9ZezhOCC9XRlmFgzE03aqetrQUEE57eOPMapqW45fCHyZvRkI62sewFU/4L17OISZOOQHwcG5EVXbxPQ2+/fthRqA6ggPM4eg4sqt0JaehE5/Hpy22nlk5lCYi9rBN9IxHU+tAxHuIujCGFCRdwssJcmwmBLgY0iAVr8VGp9C7EnSyKZ81SZKqY6eNDD2BlecOMdy11XEXn3NWQot4PiVszZVvl08dinUfCkTjDwWPNrZQYwmJtQfD3aLw/tb/nH6+cyi6sj4oHZNsODRzvhl1X+xz/g7AK3DCQvzZooPl9wyBlQaO5NvDcOov/wdzu/R7t2A31TswFNj19tGckAYcLUQ7jkDrKoXkJPP7PwQiO0iiETIpUB6qrKnWtWuyiHZNV9QSLNPv1Rr1AYahHoet9ZHTqBDgfyzbuzXZv/eEDWxxyuGftV5rx0jNERWk55pT0OtobmWG+NeI9EzcpiuYTxuaAjIpqvYwkH4A56SEFGzSTqhpvUQgFTBjAHIyWoNnelR+BnXOnVK7CkuDXD6vpgKNH7ZX2hxfA9GHVyFoLJCiAmFUUYjhrQZinVhSdAGH3Y4Pl8ZivKsoTAXtwOnU2e5H2sbC9Pzy3FD2WWYc3JQce4scj/62MEwjSwvcho9EWtqmIbD721l0oAcVNsE0QVbI1vRqOYAzqcIfHlTVObfBjlHUas/I+swxeSru+b5gcrvMcah7NJDMBd3sG6Lj9BL1nhPKw6lfhq0PScc72gzhmfXq2sk7AolJ0Eu1dGdBsZqjy3+V66WzNqrq8pxSz7HOzjEXEEaWNgmAHbpkjLqa65SaO1vEU+jmAa9Ad1aNMGA5BiHdgc/HlT3BNs24jsoORoRW/8P63TKfw4ZoPhwyS1jQKWx07FNEnYMutWxnQN44IAX5LaVcLdvkCu6Pwtsmwm3jHxAnTjBmueBjZOkzVptU7Y8VdlLHgb0eBZIV5FWuulV+WOrNWpLc9xf65BYoPNwQc3OFeXupvB6SdREDrVr0uFfwMHvnI+5mgd8daf7KXrerqERna+iLAA+wmv4uL8fQPjuBUQ4iczWkiNbF1wj0TNymK5h1DY0zM73tTYDFXss2aeryPy5wdShybXaj4nTamGcMllQyROl2NxETubaXNwO5uLkKsO9CH7GH8FpS2WNfsaEKIgQAVKYJ6qUvUyV6Hl5v2zqW2VWFp7L+i+KevfFn0nbHfehK7RKczOzOmnuD++/DT7aDPxqyoWhWRTC3n3XOh9b1JqjchEdJdW2iGJg/ApBHluNwVvtoFTLqItYTAlAeTDaZBQiorSqj1BToP8B5jQQKN4NfzeVUXGretPWWRKd/Ie7x+GTP8tQCWVn8PdkDsN2sxql6snGGzhgbQonH83RcKoaGKtFXJUiPWDb//aKPghf3BKH/V2FSIwzh/jXoAigVHjAwNk4+KE+UZh6yxRJ/aPaFNr1nTnsTuJkUzSdn480oqXVcA71k9HB/tAwHm1zTyOivBh5fsE4EtXCQUlPEhk/txO55fkAolzOQfYhlDvGQNu7VUc+5M4P8ILctjMkct41SRGrOo/bJggS1e6o8Kmlolj4Z4t9ypanKnutB6tzmJSOnTRE3XV21tvKll4vAdFJ1RERANi/2Pn+A8LVSZnbolaB0JMIjdqoX8tU1w6TiDspet6uobF1vjT+QMfPgPk9gIFveOZ8Hf/JRRorqx1Hti64RqJn5DBdw3SO7gyj3ohsU7ZizQ5nDsO0ZVchNgO17bEkpqvIpb7UVR+mkLQ04IN5Dn2YtEYjWHk5+MJCWUeKh6CkZdujRYqN4c584N90qWz/H0BI47M1XyMCfZBXWi0jagzxQ5mZR1FpOUYdXAVAPvUNHIdRf/6K0d0d5aRtpblLT74EvjIUnK5Q1onjwCHULxSv/f4Ksq9mAxCiA9OyaiYjbZ8SpkZ0YcRmHntauTZ8nTmBPS8fwahN5TCYqudfaGfkyyEeUe7YzFwdsbMde8+teRi6+nZUhmY5dQaH7WZY3dUftxz2UyWSoTQ/+ztTw4R9/9OUl3Wa0lt7P0VwSX8OGaahiCgvQEnsARxPKAXTVDtLzhzi8l452BE5wOYBQzFgDkagTxv0fbC/5DNqU2h3J3E4Gu+eO+i0n5ANbU7uw1ebZyDCVGDdluMfioUd7sK+OOFeiAmxi4yXZMFgsaiah+xDKHeMAW/0F3LmCHQeDlgqaqYo5onUuAM2xp2tCt+JdcCfS4VapVrBLgXSWUNdZ8T3rG5G6umx1VzngHB1u27R2zFVydX+LWqanHOCmmFkorq1qUmERu29r3ZNAKiuf/F2DY2S81Wc6ZnzZZ2fEwIihPk1RrzViLqeIYfpGkar0WJSyiSM2zZOVlabMeBq5h2wdQbseywNaief+lKbkSV7QtLSENy/v7Wfkc5ggL5rFxT//LNs9MlVjxZ7zMXtUHbJ8Sm6vdEt8todbRET4m9dD95sxqx3vkWnnH+cG9eMIaKIoc1FjYN6G2Ajza0/h/KsoU6cOIaC8gLJZ2siGMADKNYDEcUMyed4IUVLo0GbC86Ndjn5dkBa75QXCBxrEqYYoet5+ZBsRC7EhbPkCl3eQygtbm59HRPqj3tuzcNXp98UBE9UOIO3HNVgZNpktLlyFolcKUYfWAm+xL2FlnOcGYB/r1d2NEVVuNv38hjxc80Lwa8EBONwWBj8m64T5lB1Q6lZg6f37sLOtP7gOWlkMBMVSD+Th5SECKSfzEHxnj2IMBUiJDwcloIC2YcYDECJv3BcjnevR5p9PyFmscj+HmSMHYtwu2NHlhXi1fQlmK17AkBrTLo9Sfr7FWRE57JyGM1mZGu1YDJPKTjGYPSPsEa3JLhrDLiKfCQNERweZwa+vSNw5RSwb5E0TasmqUb2UuOlOUI0pDRH6PXjij5TpMcVVfgSegGp04G5bdzrw+MWVSmQZ7YLxxXX0bahrj1yUZPU6cBpD499bqe6CBdv8dyQVNp/QDhgqXSMvsnR6SEhClgTJ8GdCI2aNTFXAPooN+4PFfUv3qyhcel8wX0BAzWCGFfzGnyNjyLeeFDUACCH6RonNT4Vc/vMdejDxJnDcDXzDgdnQEyBsu2xJJ8aUrdwWi0Cu0t7k4SkpYGfNxeX3noTmpzqUHZuQBg+s+vR4iyDXsN4tDntj4hjaSgMLcXRJkGw8KESIQZbYkL8retRtGkTzk57E+/kqf/j78q54XTFMBd1UnTiGFcJTmuSOFKeCgaI1zvUBLywlgFgyA0GVg0Jwz3N7wDg6MzY0/YMQ1gJj4IAhjaXgMF7GYJtRAFz9GVY2O6I5HpoGI92OScx5s9lwjnb7dMdd7zLSR477fQ3ercvRGJ4KXhzEFJiuqJb8wgMXjnI+tDAlQKfBoDBZEKbK2dxyNASqak3IjSRQ/4S9bL0SnAAQq4CyecZjjSXP1Oe47C+qwZ3pFs8rmkSxSUO+AyDn/En4dg2h1OzBtFXC9E297SswMmWo5lY+u5i/GvXMsRVPSiwQF5PRdwWXAZM/ZYhN9iiqn4p1C8Uc3rPQVdjV2tkqWjTJoeIMx8ZBZ3FDDCm6Pw9efQn5N/ZGhVmHn+culL94Ce+J7QhsZh0pQDjoiPBMSZxmrgqB2xij1flo1ueGAOiQ3J2h7THUFkBMK+duif4ohNydE1VnZCX5XrlGpUeWq7us5GJyu/pfIE73q9aL8C76nA2LB8BXM2vfm3bUNfWOTJdEYQX7Nd8wCzh/wPCgFI321uIaZquIlw1NSTlHGc1tU0iB74BTm9z7Vh7M0LjbE2OrgHWv+yZM+0sNdabNTS1IWBwjdT4OKUmKbINBHKYrgNS41PRN64v9mfvR44pB9n5vlVpeEoNKWu/x5I32HJuC2YVvYfskYVoc0EjOCJREUjs/jxO74wC7NIIXxvSBm/+dEwiZCHXm0hM4dkZK10fsQZGTOcp2rQJl8aMhc7N2ipXzo2YviattSqu2s5DH/+Fw2c8FQyQM9cji4GnvstD1PPBUPNn6/4/BEdLiSiTCa+mL8FXSWn4rnUqemQcUd0PSg2PbOXxRwtpxOKX7P/DL0K2In7KMOK+0vskDwzURuR65v2KQ4aWaB6lR2Dffl5xmETanmM40lz+PY4DGOd5TZMYZf2sc19YWDD8ZARO1K6BgTsKwNFhOrZsrWx0UA1qa+AKywuh4TQSZ+nSmLFg9o7RlVxrXy45NAAirhYiH8DLPxxEuYWTpB9j0Gykfv845mZfwazIMGTZCEAYLRZMbP04UpunKe6ftR4CU/JUmLd9Bh3Lhd5QAU4D58bA8Z8E49AqWvCu/M6dOT51LdfrrVoE0XhaO8Yz+XE12DpLQNU6PuaisN5m7MpngI6fAnd9Cnx9p3vHtj1/OcfTlpoakuL+eYvgbLuLbaNhpdQ8tU7C7oVA91Gu7zW5NTm6RoU6oROc3XPerKHx1LlxVvt1jdT4uMTTFNkGAjlM1wlajdaq7rT6wCWINUvOqM0eSzVF0pDXpkEph0LsPPs23ntoDoItPRzSCDUazipkcbNCOpiYwvNWynBJVASoFrqwlVBWGw3hARSEaHA8TsFRlRWYkKZC6UIOyH/WRjDATcV0B8TP5n+/DDqjEZVZWbL7Y3bjXe3v8eObcOfJ7QgxX63B7ByJKKlOC5Tr65RtysYnBz6RfEZtRK7v2WNY1PkAooN74KB/c1j8QxFZVuilnk2ur5JSTZOra5wXBCwaoMEfQfHgOPkwkto1KInbAZ2uhaQeTAveeb2ei23u1MCJQgvid87BWYJnEThp+rFgtKZumIi+Fy5jv78fcrRaGPzC0bn/TGjFRqkyRk/Rlp/tIl5R0EWGwDj6YYQ8/Ly8MeCWcejE8alruV6X6YcQ0qmKM1zXUSUNERzGOqNqvqocNJtza9bN9TlbqUqhi+vuOq3SFm8Ykh73Oao6J2fpnGqdhI1TBEl4d1NBeQuw9gX14yWoqH/xtIZGzsnxxLlxVft1jdT4qMLVA4QGDDlM1yENoceSKyy8BQcyDyDHlAOD3oDO0Z2tT5nVNOR9d8872HDvBocUGlHI4o3VhxUNPtGYe+bQauxq0hY8p5E+jYZrCWV7xCf+e++/Gbxmt+MAG4EJDQO6Fp5BQEmBg8qXM/EE0bh+Zh0vSYnzCMZgycpC1H/+g5yPPnKIcKh1luwRnSVvV8CFl0CxCa7cfXIsjlMlLBF6FbiJ/wbbL92Ir3efQ5c0CyasgVdU7M4lBgJw7TyKNU1iXVhMPsMD2x0V/MSz/L4XhxU9NeA5Dn7mtSi7fJ/sfl1FJcWUvuNxHPz4tTAXJ4ODBgxAm5zTNY4QKtXA2XO++DyA6u+ct+4dh/TjKqNVe24nuskZrTJGT9GVWFza7Lhvc14xLr39KRDdRhCuscUj41DB8amLVB57o3HgzKpGqwqJzqZcYMXTwv87q6MS66MaLFXntvMDoPOIKofCWXJ31Z3Z7l7gw47uCSN4ozeQN9O17KOa7kQ2PEkFPbPdMSKoCpX1L56kPio5OWkz3XNu1NZ+XQM1Ptc6jcph+u233/Duu+9i3759yMjIwMqVK3HXXXfV97QaHQ2hx5Ir7l5zNy6aLlpfG/VGTEqZhNT41Bo15AUEp+mWkvO4+JWywSfUbxRgQQcNQnr0cBC6UCuhLCL2nNl2tQO4i60c+jAZA2Nw9w3PIqmiHDHr34Umt3r/Bb6B2BrXGbti2uJY5A1oc0qP8LISFMg0kN19owYlmkBMW+4dibVDfCBCHxkJfsUiBF2tvls8NVprSyokP0jqKLlstKvhsD2Zwx17XadThpcCS/55D5zBhHQDMEenqZGKHQNg8gV8CkqQbFEnr81soqgAcMHgKAVu34CWgyAiMqZfKyy/YEB+RY7DPpVS/kQHf/EADZiWg0ZbCK3+DKJ92uL2djE49d2fnp28DK5SA5f/vRxPt3/a7e+cLYJqZqjDdof0Y6WnnzJGD+OBrB0WCCtn76ULai1ZM2YiuH9/cFobQ8dj4xCCUWxrXKs1kvVR7kU8RJSMxp7/AQ4vdx3RcGY8N5Z6jN8/APgyIZXPUg5UKPQ2CokVnKWdH0HROL5vMRAYKb0Ox39yT3lOybnyarqWXVRTTWRR8lm4lwp6boe6afkGARU2Pxju1L+4k/rozMlZPkK4/3d+BJfOjTsps9dAjc+1TqNymEpLS9GxY0eMHDkS99xzT31Pp9HSEHosKbHtwjYAjv1Osk3ZGLdtHOb2mYsKVXKpzhv38rnqikp7hAKhMnVc+0s0iFHx+eU9ORxuzuFYMw4WPgyWk4KQhLk4Gbqq2qSxfbvg/9k77zApquz9f6p6Yg89OSNZBIagpEFRFCQokhTjuiromnUNqAuoK/r9rSi7ipgxw+rqqphAkKgogjADI3EIEkQEJufpiV31+6O6OlZ1V/f0ENx5n2ce6Opbt27dCn3ee855z51DRlO7eg1HX3jMS2EsvrGWyQfWMfnAOmwImFyumGsBWXW3nyOvoNi8iCSrtcVekOi3XsbsYiDUhUNxLHQsbWHHIURpdDTbooYRzlrAf6FdVTFy81nGCFN5OxDDnK4oN49PtczU1TKWusA8TjGN7iIbgRZw9fQ6aZFCFWdmCjzR4VFnCKtHP1ohf1pFZe8bk8692ReTc6iMXI36ZsHCX2hgobWQvKI8sgzKlnuGK6rk792scVyps4/P8GMdo8daHEFznQ9jUJZpLijAunmLu2CNUeNQCyW/eItCCCL6hV4FRTXtq7sCl4L2ZTRueNlp/Fcfh+UzdRL1XYzCsy6FI5uchr7Zf92rUwr+QvlG/wNWPYZP9bTPbna/Vnr5VHpE05fXw5ygCFTUVRg7H7/w8GrqekB0UHUUfngOhvuRy8ZYdwBk3wHdRgTviTMS+miE5Oz8DK5e4C0WYsmAS55yXrNAQ2azJirPSe5bUP4rJHSGwbcpQiltOOk4rQjT2LFjGTt27Mkexh8CgdRYskk2h2CEZ3hcKGGTbMzdMpc7I+70+k4NtZuTM4d/XPAPQ/35KtxrtGaMVrvlO4/zwdI8VHFdLVqphjN9OkwJjQJoOO5az0mk2doNAfhgbTh3DJIdOVG+IHq8xF2T5zd2TaChcBxidBELLqnn4S+CDx1Tjcw4j9XU6KZThyypM/FO1hU01UcRzlq/dYXyp41lfsJWCq2FhkPSdnfwvsKuHp+mcKlFxWYDLQKsNQZfSDGnMDh9sKZaJhgnX0M7d8EkCmR3SaS0axbFW1qWzyUDUmwMe9r7D0ssthZjHnQJUnIKlBTrXq/qCDONYrhbuGBJdDxv9J3ElowsrkS73pLP8GMdo6e53tg70Msz1hJRuO+f9d7miywhKwa55xT7C5syYjSufBQe2KEo/flUNbMbhXN7Kop0KmIzFTJXV6FznNMM3zziX93N81rpkjCNvDW9vLeqY7BoSjAjNgZXxb9A63Otna0ULvbnHekyDNbpiJ64QqseVaDwl0NjlOSYk+CBnfb2hfArcPdPEOnyLgk0ZFaLEAeTE9aGVsFpRZgCRUNDAw0NDY7PVVVKsbympiaampr0dvufwcgeyQzvPowth8spqWkguV0kAzslYBIFx/ysPbKWuVvmunlrUswpTBs4jeEdhod0PHmFeVRaKyECItBeUamoKYO83Uw4mMTh8Cr2tfc27GQZZFssRYWpNCVpX+fws/shdOzoU9AgPC2N8LP7ud0rjc0ST32xlbl7FmOLjPQphvCfSwQiRBNScywNRWMxWXthMnkbBmU1dWz5+ltiysshMlJzvL4gATd9ayYnZhyx6SsRw6rZnhLNi1dL/PlbiUSXCIbqSAiTIapRPzxOy+N4IiADNREgm8BS5//YpXHKCvXW9r0Ia5CJbExmyvfl2CL1SWzvRTuYNW8BW0q2IYbVcvwvucS/vspBEF3HAvDBpSIRom9KsK0HvHi1xM0rJdr5cFT4yvuSgCnfw/bupoDqEwFetbpcEWWysPO3MgqqvibVnMJX479iW8k2HvvxMapd67SIcKCT86Pr0ycgkGJOoW9CX8ez8PcJvXjnwGQe3vKh5txpzaXmEBuaefndcP5zsciWM/XnOSkiiWZJIu3xxzg+fbru9Xp94LUc7n4OX1xkQSotRUxK4q7vqymoaSRSVFqp/6pjSo2NQI74haW/bCQ5OpmzU852XxCqKgRRg1DFhGMz8rzaCmjatghiUqFDNnS8AMSX/e8XKDw9Te0ywFbvI/xPgBWzoNsY71X6wz9BTZn2eauoKYXv58Lmt323U1Ff696uphyQQYzEsNciILSszyb7WJuMnBtAfY2xeQgENaWw/wfodB4sfST4/i2ZisG96Q37hgDmJToV1N/A7mOV+2Xzu7DmKWP7691jrmg/BGIyfIeqRico7VrbdtN73rXa2SQ441zlvfjrKppskvv4olON9RWdCju+UpQZkb2fk0W3wxUy9Lws4NNpg38Y5QOCLAeoiXyKQBAEvzlMTz75JE895f1Qf/jhh5jN5lYcXRva0IY2tKENbWhDG9rQhlMZVquV66+/nsrKSmJjY3Xb/aEJk5aHqUOHDpSUlPiclDYo4XFXLL5CNw9IXXX+fOLnIQvPyyvM48E1DzI9fjpzKubQiDNXaeB+iXsXS/ZjO6HevK9MVFaoVW9Oc00vAN6dMlhTvKKxuZnh/x1P/wPl3PCduxemrB18MEIkr5uZx897hIx26ZSUpvPQJzuQgev2rOLq/d/7PZ+vhgj8t+dIwuPyEMMU76YgyXQ/bKZdQT9K5B7sTexEj7LD9C05yNX71wYyXV54/TKRTT2NBUj1zclm6uadJNVXObZVR0SytPNQCs1J3L/VYIHKEGNbZzj7V//tXjrvfLZnH2Bm0l2OeyV7VyR3r9BJyHbBC/2voUkM45EtHwLa99Or40W2nCkwIUdidJ57Id6ydnh5RHockZj5qa9KQMYw/zKRjfZrKDXHEmbth82i5Ly4epH0FAFVCJLMWUdlEmqhPAY3T6yAwOxhioSwp/dYFEQkFy9FqjmVBwc+qOtN/nrbMR79fBt9a9cybeN3xNRry+zL9iOD/vfl7eChW01u4wSYPWy21/FX7zzGZ+9/g1xWRnlkO3YndSY1zsyMsT0Z1cs7+X317kLmrtjNvWdZ+ftmkQZJIDnlFxoS/uM9d57H3bPUvvLrjeqjURzbGI+2/0wm89wKLO1d3Y72dkPuUGrWhBqTXoUse82g/K/gq3sC20fF4Z/gw6tDPz5fMCdB78lQXwk7PgmiA/vcXvGGshIv2ZTz+OrOoPJ6msQoVvV9idE77iNcMig7Koj2h/MUMquu/1TxUKmQbHAkB2qLoOwQrHsOXfECdS61sGcZfHG7sTFo3WN6fa6e5a6eaMmEUU8G713Zs1SRO3cNB7VkwKintPuUbPDauVBdgK4KniVDCb+z2z5NTU2sWrWK0aNHEx4e7n1OjveHzhxHJxh73jyvZRtCgqqqKpKTk/0Spj90SF5kZCSRGiET4eHh3jd1G9ywtWCrm0qdFo5Yj7CjfIemEl0wGJQ5iDizomTVSCMNKGRXkGRuWG7D1KAfzvTnpWa+nXgDTfXdcM0kKbE2a17r/2z/nnqxiJ+6w8Zueopqlfx90+PKGGzxNJvH01zdB6lJwuRCxPVga4xATlxBI8q4nWIEVuBb4FsvEQfPcKZAUBIt0mAwo+THlLOoGBxO/5ofEMQGdnUSyO/YjM2WS/dtgwydX2ug/15j51+Z9h1dj0ZBEnQ5Us+O9o2UxNRhavBPWorFaB7O+xhTQ4Pu/XTzUrgFNOXZkxrg/k/h+clOUYRz9tgwNbTcSCqKMFNVfB4gYLN2w2btSpglw0tVUWqOo6mqD5FJ6736MCJ68c8tiuz+xZ0vdstPPDv5bLaVbKOwtpDyhnISIhOIN8cjmkTNhZH0hHY0xeyGyBXEVbaMMKY0QNcjIvmdlDlNN6czPXs6ozqN8mo7tn8nxpx9BzmHyrxqrWlhbL8zGNEjlRXLv+H/XXE2ybFRzPp5HlVW7ftcnaOLO16EadVMRSVNA4kZ9YQNqqdwTxeaS53XJywG0s4pIzajHu+KugLs+hSufMM7abyliE0D9X0Xm6Y7bt19VHQ9H9olGlRFCxFqjsGmV5Rk+n1f+8jvsQtZhEW6G9bmZOh3jTJuk6icU3gY1Bov/6CFcKneOGFyHeOpQprqijyubziceaHzY1oPDSGJ9v6V2fpOgtI97vWb9BCbplwTf9LpfSdB7/GhK2y68u+w4SXv7ZWH4LMp3jl8kg1+3wi9xsLG1zQ6tL9fLnnKPVfJDk3bsu8kMAm+53jHImPPqte1bEMoYJQP/KEJUxuChy+FuWDaGYFJNDFt4DSsO6yOVV5Q6rT4knAWgRSrlZ5HBHakuBMGvWTu36qcP6JGkuclsYKo9h9Qf/QGtiV35fp9/s/nQNdwBEExyPTECDxFHCBw0uRLnMCrbxlGHmzH1Us/IKnW6Y0ZvkNmwWiRTWdVcrD/akp+EkiqMV6UVx23Cl+5XXokRRZA9GNjyPa2f10qE98kcaAfzPxUojzCxsKRol8Rh1KzGUEQfNYQEoHYen1zx7Po6uBfZMYZUNvzBcc1PMNEZMRaRRbduoa4JjNFBUPZ1XQlQrtDANisXbFZu2EyHwIPwuRP9EIVlnCV3fdc8KhsqGRe3jw3cQhXWX9XDOwUhznjaxL2tOj0HVAlxhPC27F00mIiIqJ125pEQZEC9wNVtKaougiAUb2S+PzQ58ZKE+x4n8F+CE1sh3osM+dgLY2mubiYMNtxzFseQtBdu9BIGq8phNIDkLcgSAIleBe2bEkxTL91awze75EWaDCqv29/8614FMa9oMg3ex3H/vaY8KJT7WzvMtj+iSK4sPE15U9VATSoqBpS9JoEv+e4kzmfSoatDH9y48EWzZVs0PFciIpTvIKasN9j1lJvdUc9pcZQFTbd+aU2WXJA9hbV8CQ1ntctWIlvf3McTDHcNpxwnFaEqaamhv379zs+Hzp0iK1bt5KYmEjHjh1P4sj+ePClMBdMO6MY3mE4y3YsI9mc7PBw+avToiLR5YdZwHctqY6xRkTBnRAEhWxEpi1hZ9UjVIabiW2y6hKDpnZR/NyhHhAQJJmpq7zDCfU++zJF9CSTF4wW/dfykRWD+o4vKry+czWoN50lsmCMwEOfB0YC/JEr9XstUQAB/2RJ7cMEJNaA5OI8TqyGaV9KLB4iMHGTd1FXxzxdUk9S8W7/B8L3+ahFV7N+c17bYKGO7b1RInJ4HUPcPEQ1wEo3D5HUlEdD4QRAcgvN83WfeZI8WRQ0FztWH16tKT/uKuvvSpq2lfyMbKqgwo80uFGoEuPlTTVsmz+QwaNaVn9k9eHVDmXASCL5e/zfGfHpCOpk/8p8AMVVvxlqJ9QVEzPEXiB4xyL42cBONYXexuGFDyuqc5/eFEAYmf1qexa2DKZYpyt81YUZMMWYZ+GqhbDk3gA8VXYyGZOkfWxzElz2vPOeqCuHja97962qAA6faeCYIcbur5Q5Gv4oJHVTjFxrqb3YL5w4z5MHIfZVHDdQkqJFLrSOD0ptqk+n4rdwaygh2WDZNP/tVEnvunJtCX31BXvu3dDjspZ5u3zNcUsWN9pwwtDSMi0nFJs3b6Z///70798fgGnTptG/f3+eeOKJkzyyPx4GpA4gzZzm5ulxhYBAujmdAakDWuX4X0z8gsuS/4+6o9dRUDve0D5lLrVhZGDi2Rm6ITrXnz0coTnen4q3GwQBxPBKhJjDvNT/asdxXKEa/+X3X+sgMKqHzKi3Rm33Uw+o9Fhglzw6KbO4h4b57LcpiqkrotyOoUK0j33qKglRlsnpIfLJsNbRyKvxcPoJGuPxB73xn58v88LlUO0xb67zVJO5NcCj6aP34cCurRbUseX2FBmyT/EQJXksyquENnuvhBBWSVT7D4hM/xJw5jH5u89UktfriHLXei522CQbz+Y860WWAMe2OTlzsElOaW6VdKkS7XrUUQJsCD6/L/HwkhY3VChGTP5inb18QyV/np4kKYCV/iTLGcYauq78+lkFliWoLYygcvNhajflINtcpM5FkyKdPEEtimngzorN1Dc6VdITm2F8H8/9H9gJU76GK99R/n1gh0LsYjN9jE9QQo66DVdIW6AkoaZQOfYlz7jXa7KWwNL7Ye0caG70I30ObFmgkKwTjapjCqEUwxQjudcEhbxFx5+gAXgQ4vzFiodn4Xj47C/Kv/P6BPdsqfW5/HlCo+PhoulKgWNf12j5DIXghBKHN7jnLPlC9XH/Evr5X7WMLPmDurgB6C6r+lrcaMMJwWnlYRo+fDinqUbFaQeTaGJG9gymrZ2GWuhThUqipmdPb5V6TADf7S3h43URwDlsbydRHPW9bs0XCaXWyq7krm7b3/zhEP07JrjVlFIRERbGxam3s7r0nz5lmbUghFWzIbMfs4ddwu2bfyClzrlaHZaWRvpjj1LTLwFWKAnlRj1knsjpITLvcvf6OHvaKwZvb/vC965OArvPgKzDEvE1SoL/no7uUuuCJNPzN5k+v9aSYtV/flwN6vxOAp8PFRn5s42kmtDKiz8/SeDMPWfz521blfGFqF91/H9ZCXEuDoRKMywcqebvwJ4utRSbY0iy1p6UFSMJqDbDwpECZRbBkTNnxEN02zcSm7uBzSS6FdMF4/dZQo32YkdeUZ6xMDV7KB84SZcsCiwYLWrWo1I9aJ+deRFX7V+r62H09JKm2JqV/7iGzWiNy2bDunmLEg6XkoJ50EAkAV3yFwge2vMhTya3Z1TJMQyv/HYaaq8v5C2RXHUkisK8OKXg7XdvA28Tlp5O2szpxJ4V41z97zlOITRL7vfO5YlOgCF3Ob0X/gy5QEOutDwRWivjgXiv9Aq06qFdmmKYa3km6ioUMvLTy37C/WSoPgYXzdCuX3UisOhm+D0Xdn3uQTBCnOMUYQHXMgGuoWO+ChB/cpOSM2ZOMn5v6JILFfZzqys3MO+ye+HWUMFo/SOA2uLAisu2Fnx5dIMJA2xDyHFaEaY2nFiM6jRKs9hlmjlNNxk7VPjw7cVcVFZGWaSFXcldmd/vch7PWahrjL3RdxKSRtLAU0vyGZ2VrulpGtHhYr7efozI9C8Qwvyrq6kQw0uIOXMO23pVcu9QmV5HRNrXW7j83CkMG3c7gsnEAMlGmjmNImuRI8woUJS3886vUhL6nTldV22QsQngWt7JNXxLSwDAH1TDWxIEFozRNoKDRWW0QuAm7d0GhJaIqYh15xFYrEq43vOiQkJlUeCtwQOY+f06zfvJyHmqOUe7OsJVG4yPTb1f37rU2ytoJFcvrg7eeFXirUu9i9wavc/OKJG4PnKyVwhkMHmLqie6yFpETg+R5yfjdb+VWURe7/VnjN5BgiyTZrMxoN4uyODDWKlauZLC2c/QXODMSQxLT6f67qsprAvAaNJBRWMJD1pMvGCNZpS1DuNhbd53dtWRKI6uT/Da3lxQwNH7H4Tzy4jtYE/8js2EPldpk4y6Clj7jGJcGTXgjIZcaYVa6eWaGDHw9Ix1XdgJaIch8NLZvvczmhuV1A2G3ucnn6WVIEtK4VHvL0J7nMZqhfT0u9Y9dMxvAWIUUueVp6NTKNVvUVeXfgNBIATHCIzm+piTIcZgWkGox6iFYPPJ2nBC0EaY2uATozqNYkSHEW5KWgNSB7SaZ6n6228BmP79mw6ltuKoOOb3u5x/ZE/hzu1fuiXsl0TH80bfSWzI7OvVlwwcr6wn51CZZnJ4qiWK5uo+NFf3JKb7MwimWv+eJpuZiJTVzmPYCc1urKwuf525v3dnVKdRbh66PR1ESiySrhiBJ/REHHSFIzx+n9TwrcVDZCZuCvzHqywGZFskiA1sOkvbCA4UDsEHCWZ96rol9NAL17ttueKdkcJE8rK38wwjuG1Tntv9VNYOIm0QU6d/rVw9IvkdBUosNt1r6+lNKXMhs6CQR9WDmL3XWKhYrNVdwEHtR5BkqqOgXb2+6IYAXLlBhg0vsX/uJ6Q9OpPYMWOA4PIWTaKJvw2ezkPfK/kCOT1Ecru7eEVj4GfxBppr+rBgxdPKWD36E3DmV20+U3mmppeW4/aG0TBWqlau5Oj9D+AZV9tcWEjUEy+TbTBU1RcE+2L5s2d0Y0RBKSYjK7+HN3gRHVmCwrw4tVeNI8kU/hyLpX29IhZRdcyHgW+/kn48b5rwlcei64k4Bp/cqOTkXPiw+/F8GXiGvBEauPRZOLIpdOqBy2fC+BeUfKpl09xDtcKiodlYPtuJQQs8T9YyJZ+ro112+tA6OPS9/3n0DFH1lVvUWqQh1GIGjpwgP+c+7nnjIZsnSnAhVKIXbQg52ghTG/zCJJpCJh3uC1UrV3Js+gx46km37Un1lTyes5B/ZE9h6iWP0bvkIIkN1Q7vk5ZnyRVF1dpyndldEsmIi6Kgsp6GgiuIav+B3/C8uOhwKjWEl2RkBATm5MxhRIcRmESTm4duwejjmp4aoyIOgQhHqOFb43Nkze99odIMezoIyLKJhqPXE5n2NTk9qsjtLjB2s8TUNS0jOpaTo1aOAMRZ4Y1XJN4aC5vOquXn89Zx6xnXk1VUSFr0Kkc44+BfZJ9eteooePMyuwCDLYoFo6261xbgg37nUNxhP5VxVhfJem35b6PnIqEQwIgGiT6/waB9EOtnbj3vg+bCQoVwvDiP2DFj3LxFWqFsAgJp5jS3UL7lO4/z1BKROukGh/S5uoiQbk7nkcF/w2IbQPXGjaR85VuZMLkahh6WuDKm3O7NccIWk+pGoGSbjcLZz3iRJeVLZZurwEWLIEBhUyV5173H4IYm/yu/GkaltThCCcPzcZBmaxjW4ghi0owouwURJuTLe9RznH9ys3Y2bHkPxv5TMaQ9yVfvK9znw5A3wgND/6r0vTyEYg3WUicBGDcXlj6k5ELBKUaWoGULSfZfkyX3wzd/c1fpC6YfLUIectLQSmIGboInOnM69D7ofblyH/9RBBd8LYi0ocVoI0xtOCXgywBSCcAdO75iY0ZvdqScCUB25wSkX93zBERZ8iJUetLiJlFg1oQs7nl/M1kHo0g+NJSazK3s6VLrZWSlm9O5svuVvLrtVf1z0MjxcHjohuVR1GsNKW8ugWLn6rPkEU7n5YFAAEli7ObADGtRGVDA2NUBEEA0WZFtMdQfuwZzp7eRRYFvBomMz7GR5ENYQJX9dn1FV5oVz5JFx/MRCngSTz1Y6hTvzNwrZKqiBOKrP6UiIYyfOgvIJqWHnB6CpletOgqWDVZyu9T7QzTVszMrgVUJPRm1OB+KnfdjeHo6x264k2+LkzleaSXC/C0RwmoEGbL3aXsLjUJEIYD3LQ26C9TVgcLZz2AZORKTyekV1WyOzNguYx3e5eU7j3PXB3n226wPzdVZmMyHEMOqkZstPHjFZMZ0VkQTKneDEdN59m/lJHRyGrGSDAUkcdjWE7Vco02ysW3lf4h2CcPzhIBdxfAI7Opk4MB+IEgy1V8vpDL8TMJ6DcWclY2gZ4hoGJXN9caMFqPtHDC64u8vj2W4wXpQ1fb2Q/+qJPP7Ct0Lxhux8zNoP1CnBk6wcCESgeRR+YSgFC8VCG0drRZDDtE56hByv2puQaC1xAz0QkbNyYrSYp/Llc8tVZM8VRBIOG0bgkIbYWrDSYdNkslb/C3tCgpAo9AwKAZial0FvUsOOgjTX0d052+fb6egsh4ZGHpsh1fIXpk5nl4XPwXdxmj2O/TYDr788V+ElTrzMorNMXx4QTaJk3oztHMn0mKUVfUVv64wdD6euSAOD92Ng5GvfwTr5i3s27+RZw+8wZ720PMoGkVzFTxWP5I+H+QgFofqh943hu6Fs16zsWC0yPft3Bmaa2K/FkFRf2bmXSFQFSWQWKuckyDJzPpv64q1GCViKvl+4EsZkywDinFe4kFUvULLXK6NLLsfr85WxTupOfRe+BznFcfTXFyMmJzMzsQuVFibeC4mEgkbM3LnUtXk21t4wiHLNBcUYN28hZgh2YzqNIqpvafy3q73NJsv2LWAfin9GNFhJE8tyfcwmUSl2C7Kef2/r/dySe/2mESBsBRj4X4RUU61LMne+VNNN3JZbRPglAk/M/c49xvoL74GL9EaT/jzKjs9gWs5xlrgbcKS4kib9X+OcEY3aBiVYS7n5QtG2zlgZMVfsilkwZcK2KbXAziorB0u6BnKFYw3ouqo4gEKFH5D60JFJFz6G2tXNfvkxhD2e4pht11FT/VU+CQXQaC1VQON5gSd7oIL/hZEWkO6/X8QbYSpDScVSkhPPmft2sQMA+3VWkvx5nCGdk9m1oQs7vogj/OP7eCxnIVe7ROsFRx/4AFEe9iRK9QciDAPr1aytZb7V62l/fjLiXUhWno5Hq55KOXtIGWUfky0YDIRMySbfoMHUvrZYmRrEfmdtH90svdK9P18uW5frQU1B6phWDE/dXBXHszpIfrNjZIQyO8kOozQ83dJnLjaI/6h5X1Tz/mTYTIFCYKDIOV38g7K8zSuVWP8yU3/x3MX/BPrIVj81VoOSBsdIaMpKUeoT1bCgPyJO5wMNBcrJN8m2Vh2aJnPtnNy5hDd1I/jlfqV6T3zB6P7n4MpIQFbubdynNpeiJCJTmpElpQQtuK6ON4PH82qxEFMtUS51YhKMihwcf0F97C/4TM30RpREN2uv2CLQ6IJwWT1urZ6eYPNpRUcve9+eOlFb9KkYVSaUxoJi7bRXCeil8MUZrZhTgmg0KogGpNO/uE5P2RB1lT0CxwuoVxnXarkxkTHB1BPyg41XM4oYttDQ82JDa+LTnSGq1290Fs4oTWQORCyLofVf2/d47gi503lLzYTBkx1KjNevQBWGPRK+kJdRXAGfSChZ0Zzgk5XwQW/wh5B5ju2wQtthKkNJw2uIT3JLjWUfEGttfTs5L6YRIFL+2Tw+p/OxnLzPwD9/B417EgwKS8MXyGAevto5Xho5aGErZlO1WOPEjtmDDbJpimY4Uu2HVruhZAAWQBBDlzdziFhvXkjGxJHIDXFIYRVOoqjnp+vTX7U3JqbV0tsPktAtlufwaoEnkiowhDXrpNRf3g8vU7gTY5dPYI9dpTTNPcvZFTDHfb2xeYY3ho8kJzkSCLs24KVmW9NqB4go9LiOQWbDfVbVF3vULLTI0tgv8cbBX5e3AUBmehGhThcxVouNm+lx/BZXFPznOM5Ues+6QqpCAJhaWkMG3c7K4TbySvKo6i6iOb8Zr67+jvyK/Mdz2RxcQb3Lf6PVw6j72dQ2eJ4Rwi4G1qqLLh9xVoQIW1AJUfXaxXSVs4prX8VrumYkuxcw9dMw5IlRXZb8GFsSjbYZDC8LTrBTm5amEdTdRT+2QUaT9CNbrSIbihRV+YMV+t9uTJli6a07jGPbYHCnaHrTxCNkzy1rpSK2EwY84xSYPjQ9/DDv4IcRBAGfWuGnp2Oggt+cwVPkCz6/wDaCFMbTgpskuwW0rMruSvFUXEkyNqr1mqtpZIuvZh/eV+32krD6o/xm7VC/2AeYUeAUrfFRw6E1j6eJGfwXpv26nNREUfvf4Dtj9/CkxHLvSTZZ2TPYFSnUbqy7RCYF0JPOGJJtsDETbJfoQktKCGQlfQu+ZXdsRMcxmSWAelr11pOgiTT6zfJqZJn7JROCjzHpnqdVDU6LXKskipA815IstYy8/sfeD5JJCdFaRcogTSanxUMZEBOTcQ8aCBgXFpcDKsBYvy2a799E0efeVxbnEED0Y3eyhUJ1goKHnyQTpNFCu3k1VfdJ5XxpD06E8FkwgQMTh9MU1ITy/KXEREW4S5ikw6icBN/XxWO1fI5QrgS0mvkGWwuKMD62UvE/P6mtgH3wE4HkYptlwb7ail8Zo67DLpZIq1/lVNSHGc44pvN47g1bBn6JEZWwu30jM3DG4x7eIbcpciVhwIniiwNf1TxepwMuOZo9bkcxPc1DPn20OdK2PFpC0QYXGALgWrOsEeU4si1pbBoqn1jgCS56riy71ULoMN5ENGuBdc8AIO+LfTMG0ZzBU+ELPofHG2EqQ0nBTmHytxCeiRBZH6/y5m57b9ebVWDMebBR/jxhtFeNZW2/LwPIxkSatiR5/+N7gPO2lRzNj7D1FXKD6OXMSsr6+DyvHcoutvktjxcZC1i2tppzB0+10GaLBEWbl15q1sXgXghfAlH/NLe28ivigZzA4QbWFxMbKimubo/9UdvIDL9cxJqjA0ssVrmyh9tjM2VidWP3AopQk3KVE/b1JUSHQrCuGZDs1cblVTVRGsf29HHKoncMwUkUfDvHXGBSn5bA+p8Fd82weFFNSotPqRjZzLiqh35g54QgAxLBHHv/IvmAIqNa52r6mXRUr2riVaEPFwhxsWR8X9PaecXecAmyeQcKqOhWWLe+JvYUtqR/+yfh9VWafgZbP5mDnTyGISOARfbBSyjRrsX2jUfo/Gb6eCiDFhAEk813Ugl7bhD8KPsUVemhN0Nn+79nVEjKTpRkQxP7eVt9IcSYVHQHKIXgiVTGfNhg4XQPIu7thSeOVq+QrpGPQn/uRoOrAnd8QOGXe1txEwnuRY18nYMwf5ML5pKyzySLvB3r/6vhp75Cz80mit4omTR/8BoI0xtOCnQkvrekNmXf4WJXOmxPTw93a1ejCtsksy7u6vRMBW84Jp4bjQJXavdqE6jGHI8ht+rb9HdT1XpUj0tKrTkx0vrvPMQjHohFowUWD5A0BWOcBUvGPSLzLCdMnEBhPqXuYRKiiar4XHd/o1MlDe/CBk8fzJVYuGp0NdS74wIJNfAtRu0c0tUQuRptHv1Ua145yRkEmphzTkC16yT/Y6vzKJc4+oICzEHLuP2nV8Q29AQUJil3jGqo+HNsSJ3jh7p2GZUWnxw+kBmTSjirg/y9HSleLpbM82FoVnV9Hye9HKLZECqqKDhl1+QXcJptaDmT6oLN2GWnUS3/8BxAkbvdW2hBn0DTs1jdBtL8wA++vRjUqmgiHhypJ5IiEwUDZKBTa9710gC40bSkDuVfVWj/4fndMLcWpjo31wPF86A3Ddanjc1do4yZiN5XNGJSi2mT0MRNudDZtozpEuyKfWQagrhvL+eRMKko/bmSvLWvwj7VwXYbwhzU/3dqycq9OxUkuY2En7oV7nwNJJFP8XRRpjacFKgJ/W9KSOLK7HxxLm3YKmt4t4rhzBo4sW6hk/OoTJ+iDqDW6LiSKqv1DQkJYDkVEfYEYB50EDC0tMVg05rBdyeA+G6j1ufJcYUl7RWqT3lx7VW9f15IdTitt8MEu11b/THIIsC7eplxuUG9uMmxsXx6PQ/UVBbzwt7nqe80di4BGhVsgRKfpYWjHpsQum1MUpeHvxCcvO2WcMhusm7nTrGT4YJfH6e0nvXn8/DErud5YMbufbHwIigZ9uqKPjGLo+e1i7Dra6Sr9w69fPoTqPJK8pjdNYAXr9hgBvpAEiPi2LWhCwG/JpnSEo8ECTUCIZqkpW8/AoVn3xKmj2X0BPukugAEpFpS9zmyr8n0J9Qg92A2zRfMbx8GF+psTFslLK8thcRr9O3B+rKtQ1FIzLQqndJhWhSvFVa3qbYTCXETLeorhM2IC8qkmKTiRSbjQH1DcpiRvHuwIUgPBFhUcjXgbWK+IA/jHtByTUS3ocl97WArAUgM61l7LYodK0F8KX2JpqU+QiYLIUKBg361g49k2zKQsGm19zvz5MlzW00/PCPIot+GqCNMLXhpMC1aKzWz3h+clcSOkczYNLFCHZviWyzuYeyDBpIUXW9I5zv8ZyFXvkMqvF5/Ka76G1yX+VNe3SmUrhTENxJk0cOhBaMeqh8rVIX1iovdq1VfV85GnrFbfUQrIDEvvMvY8JZqWw8lkP59mLD42rNPCXHMWRtr4aWAe1qBAcqgBFKWDycqlpkCZxeq5FbZY7ERzNljUSK1SlpXxWl3KJaXi29fLaPhwkUJAhUmBVVg/hapUbRrTc8gkk0uT1b56WkMHfYczy75Z9uuXWCICDLMu/vfp/3d79PQkQKj583kx+njyLnUBlF1fWkWqIY2CmBLYfL2b5xB8nBTZUuKtop4zaS3+cozPvCXEwJidQXFSnbm5q9JNFN5kOI4ZVu+/vMk7LPdHxXK1VHogmLUoiTZg3tFY86/69jfOm9D3OknpTL7UgQDBjZWoaiERnoCS9qG1N6IWYAP3/gU3lvtTmaZ5MSKAxzmhhpzc3MKC1n1IE12uMIBI3V8PltxtvH2JVLXT1om14PnDjFZsIlsxWBjB2L9EmwnrHbWGv/TwgkuY0gOhGuek8h0noGsyPU7WQgAIO+NUPP8hfr1+k6GflRgYYfnu6y6KcJ2ghTG04K1KKxWiE9KmZNyHLkK6lKW27J0unptL/lr0AkGzL78o/sG7lz5+ekWGsdbUqi43mj7yT+OnK0V/+xY8bAi/O8+01L8woB9CRr0f3P8emhUj1Auzvo04d/5v6TqLAoRnUapVkwNKeHyNwrZG5d7h5G51nc1h8ClbGWAWtYBPeH92fnsnw+27cWEtzHpVXYtbXJkq9j+DqukTG1trCC1jh8HU8N43toibeh3K7ehQTFQ1wtTF4vY2nQz6EauVVm4UiBe5bKJFc779ewb5+hcNw2qpYuc3sGOqWns2jmdH4ZlsR3v33H+7vfR/JQ1CprKOahtdO4qdsTPDLsakDx3Fz0r+/osjuXx3MW+pzXgObc7vG99YaZrHrvScCgoSvLHJ32EEgStshI+L+n2D9uAl06jOJ4Zl9n92HaD4jevS62iwFBoMRFtCws2kbagEo38QYv6Bhfeu9DCZF3my/lofBF/s9Vz1DUNaba+zemXEPM1FClg9/7JUvTUpO93ulFJhPTUpOZW1TCqADU00OCvcuc56F60JJ7wJK/QkOVsT6GP6rs4ymn7UmCjRi7sZlw7l1Q8RskdFaK4C66Ofjz08O4F5Tz3fWFO7lzDTurKTxxxXfNSe4hlIEY9K0VeqZHbh04CflRwYQfnq6y6KcR2gjTHxRa3hhf8fwnA5f2ydAM6QF44dpzHEp4ar0kT2LSXFBAzOzHuP3sy1jQJ5ltFy7j3hH19DoiklADZVHt2Bo+kaSwwWR30ZLzVUiTZeRIn3OlR9Zix11G2bvvaXqoBFlm4WiTTw9QRUOFmwCEZ8HQ7L0SU1a7k6VKMywcaYwsqUMKRsa6WVReDW/8cAiTOQpzgvv3brlR+yQu23xivDehJjUyYI0AcyMaXgTjfYSEFOjAFwm6524TvY7IxDbor1ar5Gval945P00FBZS9867X9ubCQo4/MI3u8+Yys2ql9rjst/2CvS/SO/48RMGkGPyyxJztX2qOXYXs8q+/+ZEBZJm0R2fSvesYhoyz8Pun+vmDXpDcz1soK+bx4wtZMWQIm9r3JkfqidysX9bA9V6fkTiWM+hMyauveb+P6kSOrk+A88t9kCZ940vvffh5zLXcy2oiGyt0+vRjKEo2xSMy6imoLYaYFMVAD8SY0gov04ANeDYpQblmHkWtZPt7cU5SAiOsdZzQX6Ptn8CYfzjPN39x4IIFm+bbPVJ+QqSMGrsZ58DQvzo3714Cuz43Ph5/6D0ZVmqQuz5Xwc5FJ44kAY579L6tcGRTcAZ9S0PPtHKTwAe5dcUJluYONvzwdJRFP43QRpj+gNAz8PWEE04EXOsRJUYlIggCpXWlpCSn8P0jF7HlcCVF1fUkm8Mo2b2RUb2U1VJf9ZJUXLFtGcMOwnujRHJ7ig6RBVm2EsGHTO52ppeyniu0krBV6JK1wkLK3n2PxFtu9lqdD0tLo/C2ceQ0/xvXF7FWDR9EkTk5c7iw/YVuBUP1ktotVsXwfV7EL2lqquhPRMLPActYC0Bco5V+dSvZkdwdm7WTWy0mFY7cqM2ntly4LwhATKPirQlW0a+l3q1g+lZJ0NjNEmkBRBUZ9nLZCxIdffr/UXRzpU4hIMUmFsIrmbXya0wNZyIDfUoOklJfqdne9bg7EztzRnUx8U21ftsuHRHLg6MUcYp2g7N95x/6hZKNNX7Heh7o9AXHhUSerL+R9Rr3uAOiSFmvNPpePptDoy/ROa5ixBX+HIulfb12eB7gy/i6tE8Go7PS3UIcs7skYtrzMnxyo84x0TcUfSWNB0KWfK7AO5EXFekWhucJWRAoCAsjLyqSwfUhkMg2CmuJU0nQpwfIB3S9ah4k2Kixe+h7J2HIX6x4gUKF6ERt8lV1zFD+Wavg0mchLKJlBn2woWd6z8GAqYERxxMlzd2mfHdKoo0w/cHgy8A/ev8D8OI8n6FmwXiiVGletx94FwNr9eHVmrWGVKi1iSadM4qmpiaW7XZ+57dekh1J1fDwF86aOeBc4FxZ8CbTpMmYAnRN+yRrdoOyaukyuq1cQd3PW2kuLKS5rAxTYiKZaWnMTenH/+X8g/KGch81fGRyehTw8b6PHfPjK+dILbB6+zJviWXvMSrCGoHIWLsiPepbDnRai9QUR1Pl2UQk/aBb2PN0R2E8NIaDXH9qkD+j3q6pa1om2e0TsoxYVEavI85FCL3CveUNpTRXdQAUKXoj6F32KzlpPRlSuMdv2/2WGodIilv+YdAQaLaGYS2OID21jPnhL3JN0dXsydzkdo8rLZUP07On05C31c/7yNlvTJqfuLP8L5V/1ZVu++q3qV0a53XxWHnPmgjXaNX58WEohqJmTYDkotjgb4fRdiGFqvonNbWCd8WFBBs1Yn/4F2z9D1zyjF24IhQ5TeqNewLyo4xCMMFV74YujybQ0DNfz0GgBY9PFEExKtbSpnx3QtFGmP5AMGLgOyrTm0wh8UR5SvMCZNhVsi7tk8Hqw6uZtnaapkSxCtfaRBdlXuT2ndF6Saqk9NRVEpu74SGzfdxhbAWCmtzNhorb1v28FVtlBUVz57q1z0hOYdbtl/Lh3v9oeotcC6Me6XHEsd1fzpEAxNbD5A0Sn12gb3hIjUocne/kdX3E1cqcv0uiLKacPR2+p770IsLjtgVU2DMUaM38IhWxVmNCAuAUUviuL1y8w3/7yihF8EFr3rXym4KtvaQ3T8GGGqpQQzp9Fe5dG+UMaXOVoveHbANkCZTn2LWorpp/WPD0bGwtkC5vrjchCkqh2JcavmX40dsIT1vquMcBUs1pzMiezqhOo6jc4acmkku/fpH7tvIXnQjI7gIEWuIQgRiKoapZ4ze8zB0pNi2J9eDbhRyBGsiBoqYQel/h39hVUXW8ZVLnggiuuYWxmTBgSuufp4qwaGj2U6dCtim5S6GE0dAzv89BAIhOUOZasjmfGTXMr6oQCFc+Ex5Yv1pwhB9qeZXtqCuDPUvbBB1OINoI0x8Ifr0xdgPfunkLtsqKgDxRWvCW5lVQUFnPXR/k8eqfz2bunmd9kiVwr010wcQL3L4zqkYHzjClN16R3PJ+SixQG7YGbjROmJbvPM7yd9Zyh4G21d+uofzf7yPLsrvBWlJMxuz3ud2uoK6XizJ1lcSvf2rv2G405+iyXJnPh8q6XqaI5O+Qms0IJqtu8roWZJRiuIr3Qrl21VGwdMBPvJ/yd4SY34hq/x/ia3yHUoUKra26V2ZRcsOMotoMb48Ryekh0O9XG0nV+kSlJhpE2bcEe3UUbqGAZRZYOEpgympZ1yuoRY48FQFdj9ESlLfTDxFVSX9ddg0bMpVtu5K7UuxD5t91vP7gKp7iKb+v5h+WzH+DkpdfNnw+rlBrKIkCZFLKhc1R5B57nBr2IYRVIzdbqAnvRXOv3kp7o/XbNGsz6SAQZS6jhqLRPJq1z0CXi/SJV4AhSAPqG0hrbqbIZELWiG0UZJk0u8Q40QnuJNGSqRjfLa3PdDJRtAfabYAxz9hzpPyp4QXrCbLP7ZXvKQqArgQ6lKF9/tD/zwrp94eWhLLp5R4ZWTgIkPD7RF05/HuiczEDnB5fMQrOfhNeOxcu+b/QkJie45TFFN1Q0BMsRNGGNsL0R4JRb0xTYSHFc+ca9kRpwSbJXtK8ji5QXuezVn5NfbKxF6Vam2hb8Ta37X7rJWkg1mPBK7EahKcXUpU2wJDnTCWCfSTtWlGeqFy8xJss4Qyf85UXo5K8ftVnstAuLW4058hS710Y1xWCyTkRsuyevD5wn8z4zQqVdTVq1RkWPabaUg/XbahjfNgsXrmgH3md6qgIMDfqZEHPw6LepwtGi9REqVv8I84KU9ZIIJr4clwif/lvma7Euq+CtjVR8OZlIrlnCvT63TvMTRYkXa+gHtnw3F4eE8P8rMncu+0zYhutAZEnlazsaQ+vzNcPEZWAO3csYWNGXyRBdJP5bykEYOFok1e9KMf3JhMp99xNZPczOfL/nkIsdhoXNkGRnw+khpK5oYRKyQZ0c2wrpJG7Psjj9RsGcInf95G/2kxGEYQyl6thWWzMc8cP/1L+YjMVI9/T+A4wBMkEzCgtZ1pqMoIsu5EmwT5f00vLFcGHwbdBlwvdj7dnqT18Ck6psDKjWPcv5S82UxF0aC1xheh4GHIXZE0IvlhxKJDY1Vi7YMeklXtk1CMLARI1g1LvVcf1PT/VBe4LHS0pgnt4g081yhMuRNGGk1qWpA0hhtHVT1tZmWFPlB5yDpV5Kdu5dQGUNxiowO6BkroSt89qvoLapxFoGXWCnQTKfkJBXImgulKum6UjCJgSE5HKyw0bsHrY8vNBruh4DwB7OohUGeNqbt4oQZLJOixx/i6JrMMSooZBpxS5Ffn3KBPPXSFSanZ3rehJYKto19zE9LVb+PO3Nkdu1OmaxVTaDj6+QCC8WZm7qijfwrKuSKyGaZ/b6BLXhecni5R5RKGVWRTPEWjPpYySM5XbXUA2KddkfW+R/E7O2lqKrLxAdXTg5/bNAIGnrjfx6IMWfsrsHZTtqZLJnkcVUu9LgCKlroLeJQcd2zZk9uX9npcEflAPLB0kkNNDZHr2dM0cRJtkI7cglx/PbObbedfw5PUiL04UefJ6kXmXC45QXVeoHu+0/lVewgxahWLVqXtqST6SIDreR97qEPr9BgcXg8gf8hfDvD6wcDx89heFBAWCqmOwaIpz/4Xjlf6spYoxGgDVHmWtY25RCake79o0m02RFLfaVxF++Cf8shL6XqUYkoc3gK0Rhs8ES3pg449OVFThThVUHYMNLyv5ScMeCX3/deVK2N28Psq1d4Wa/9JS33K4rxUxQZGlt2Tg+2a3twsm10bNPfIknHVl3l5I1SPrORdGidrwRyE2w2OjP41PH98tnwE7v3R/JtVnynOMemjtQr1tCBhtHqY/EPx6Y+y1TMIStSW2PeHLY1VU7V9OzJdUrx6So5MpwJ3MqfkKR576fwilJTp7+huMkwTqKeKBOxH0VRBX9U7ETphA+cKWr6TP21LC9iOJpKRNJTJtCd8MLuTadf6tXNUb5Su/REtNTxDsHqcuUUxY1YtJv2whVifPRgsTN8nsz5B1c6NORN6RUajrhksHQkm8QKUZ0isUWe7rfnSGHfoiS3qelbM/3MKbd5vI7W5yE0MQJJlZ/9W/fgIKCXH1EHoKKlisMGWNu6x8bSTEGBAX29RTUPq1lfB/PY8Q95XV/04usAkw73KFrJy/yxgl9hR7+LjHSMb+upHk+sqg74W8Hiaeu+g5RnUa5fWdpphMJ/c7+PnJ3s8F0RLtB7lLf8sIHJcTyZF6ao5DBo5X1pNzqIzz9Oq3mSXS+vupwxQM/BlEAajYBYSq4/DpVMVTsuFlDK/Ao5CmEdY68qIiKTaZSLGH4XlR3g0vKb9Vuz7zFrO4aAb8+ALYDNzwdeVKKFpUPNRXGBpj60OGrx9UCseuC5DAGoVW6KaRYsVG0KQXG25/mvtcCYtu8d+/kaK0nghYyVDHI2u0dtOFDyt/rrWpXAtOBwT7Qscijdy0QARX2pTyTjm0eZj+QHD1xnitfto/pz06k7A0Yw+YL49VqsW/C8Rm7UJChDGvl4BAujmds1PO1vw+dswYeqz9ji/OuQynieuE0deqv7BFTyKoFMSdQmlUnHs/SSm0f3EeMSNGGDyybwj261NS2IOj26eRMvU5bBazTyO+xJ7boeaXJHnkJqn5JTetspF1WEKQ3HsTBMj+tYIbdmzBEoCNJ9j/bl2pKPVpeVjUMZ4KUJ+EYbtwkKVr1sle8yWgTfL8SXv3OiI7PHeqlyjeaowiuAoqvPqajSc/lLh/scSTH0pM+9L7mkY32HPMdPqTcN4XKs6QKwyNRYUMzJsksqmnYnQYDRH1FHtQFxzUcXmO08h57DpDJi4yjtyCXJYdXEZuQS42yeYQk9FT3lSR00PknrtNPHm9yPzLlDk589IiD1KjbH+q6UYkPz+J6vshdswYzlyzmo4LF5L53HN0/L/bOXN8EbEdWkEq25dBFKxEtiHY+9z5GVy1wHsFPjoRX8siJmBwfQOX1VoZrEWWVPz0srcXoeo4fP+sMbLkGKsMtiaD7f0hRMs9dWVw+KfQeHw04eLRkFw8eqr8tpfXJASITlDuh52L8HnfCSalnRqadmgd7Fik/Cv5jvQILvdIwyOrkkdlQJ4DVP5RCZ2aH9j3qlYkITrXSwt+PYUt8N61ISi0eZhOc7jWN0oxpzBg1Ejaa61+pqU51O9km82QJ8o8aKDucbO7JJIRF0VBZb3eug3pcWYeHTKDR354SMmVkbUliZFBFmTdsBvHOYSHEX7PuTy3bDk3r3ZfNa4yK7kl/uAvbFGLCG7I7MvGjN70LjlIYkM1ZZEWHp3+J2LPSuWnfUU0RcW1aBUdIL5BsZyVdTKRD36I5M//eIZj99/v5eFQ53vjYAuCVMvUlfr5JQDjNyv5Sp4eJ0GSdfc1gjirQhZcc6PiayC9TObaH08VuqRAAOLq4f4lTm9SqMyXhBq8pKiNkgxfggqgLyuvhppp5U0tGC26CYH8LsSTamw4ACzO6sKmXk7VRr+y9IJAaXQc+cne+QzqgsOd2790q81UEh3Pui6ZTM7P93seD619iMpG575p5jTqm+v9ismoUMisQCQmRgNhcRlQecjZIDaTff0fY8WKeL99ub4f3Ou3jYM+3TRkv9tDfRU0Bi4nKcnQYE4n2pdBFMqkdk3YjdCYJHhgp3MFvvSAIhjRassiwXpF7EI0nupxgcKSAQNugargu3Ag9w0YP0/x1mkWXG3pHNqv0ab5MOROp3dFVVX89Uf49Caoq2jhcewIj1ZyqPzdd7JNuW981QLT87K0JMzMc99gaje1qtfGYO5RSwv1tiHkCIgw1dXVsWXLFhITE8nKynL7rr6+nk8++YSbbrpJZ+82hBpaISlqTaORa1br1ldyq2MiCO6kycUT5asek0kUmDUhi7s+yNN7lJk1IYs4OYK6ozdwYeUibv6uRjdkLAz/FqZNsrGi4A0Ke4psPktwI19qYrqeYpkREggKEUyPi6CkaTfYVbJs1i5IgsiOlDMRgAxLBH3KDlH5dS7VlbC2UzY37l3ld/y+4Lo6r4b/zJErKJ5sYsoqm9u8qec3/ttqRvyoFF41AtXjtHSwzObuAr0OSyQbVOTTg+ohUY1SsUninZdkt3Geigjl2NLLZcdjpJImfyTDiKCCv7y4qmjcwvXKNEIw48KSeWJ7Bz4Mjya2yY/8rx0bz+iK1FyKYLIq5+VDll4lb7a7H0DaL2qaf+qCQx/7gsOQQd3513EzQswhwiy7GZ8ju+0kC7AkW3CchytZAvx6lfxh7cQ5jBbNbonYZyKSsfFbPwtASo05XejJfud/BYtu1t1Nff26Em7VGfxU0008jajvnTlR+Qs1hc4VeMmm5GKcMj5kDbSELAFcMR/aD4HlK2jx26KuXJHV1jPaL5mt1GFqKfFd8Sj89Io7ERFNCnkMFVkCxdjf/I6xtnuXwcbX8bpXXEPTtJ6ZlhAWrX17joPIWDj8ozKUTucrD5y1RPF4eYoxGKmD1FIYeXaDLdTbhlaBYcK0b98+xowZw2+//YYgCFxwwQX897//JSNDcflWVlZy8803txGmEwS9+kauNY1GDfGO+1eh5gUVPj1b8TTZ4eqJ8odL+2Tw+g0DvOowpbvUYfpq61Gy98o8nONtmbvWIdp0Vg0Prn2QucPm6h4vryjPYSypBrorFoxW+vPyHhgkgQDfHVlDWKfZRDc5c6WkpjgaCidgq+7D0GM7eHjf1/z+viJo0QGYFBHhs09fkIBSczt2ea3OSyz+/XXEswRyupuYvEHimnXeRMQcgBiXw+OUKzM+1+j6vG+o+Tq9jsgM+kVm+DbZMIH7I0BGyYX6fKi7IpgsCrw3SuThL7xJhqsHRRVUCAYLRgmUWwRvj60LKhusCLF7+LLbhdy0Z4Wh84mtFWkomExU+w8cJFBPlr44Op5PhlzFhHMv5PVz4cnFuyio8g6jkgSR7fYFhx3VEUhCI0P31zAxx/suFGQlR+6XTImcnqGPGn8h70UuvnKJmzfbJNl4cUg1H6zOpYh4cqSejvA81wUgk69C0eAt+52/GFY+5ndMdYRjxhlOVkASTzXdyIqGc5h0qIzzuiVpFwg/UfkLrsdpda/WKQCVIDrQQs9Q9XHFazVyFvyeq2xL7KooBYZFKKTGV80do9DKkWkNUr17ibF22z/BZy2wJffrkMhnlPmqPh7AoOz5SJ4eWS0P14/Pe9ev8iSaPr07ssb/1c8GYfTZDbRQbxtaDYYJ0/Tp0+nTpw+bN2+moqKCBx54gPPPP5+1a9fSsWPH1hxjGzxgk2w8m6Nd38i1ptGIDiN8hrgp7T0+G5TuVnFpnwxGZ6V7/5DbDYtUczh3bv8S0E+cn7pKyYWREZi75QXujNCufuRauBK8k+TVfJoHfrAQVuJclTZKAvVIqBBWSVT7Dzg39yKm5azx2s/SaIwheBI51XB+a/AAJA+lIZP5EKJaPFNWjHIw7oVobagz1H+/xL1Lgjf6T3d4ijfIMsi2aJrKhpLTYw3PXYFX+KirJ8iooIIWyi1K3pQvyKKVqPYf8EXYSCYdNBuSFv9LXg4/Jj9GPTcQmbYYIVyJS8rpIZLTOZ5uOwYTV55MWaSFXcldkQWRZXbZ7eevOYc/v71JfzxAaW0jMWFw53ZFLUr3vbBaIvcsbxLYUhRZi9wLWdsNquyqY2Tb1z6OyYk81XQTK6RstwWggGBQjEEQwEwTpbKFL5ovYLU80I2wFVXX6xcIH9+DS1t1JVzDCDVqgJui4KxLYfeXrTCuVkZ1oTPHZPCtsOMjxRuhIjYTmqzGa0Ytn6EoDnrC1SN03l+VfK4WQUP8oFVItYF7LTLWfc60+qgrA0/Htyo20vsK2PW5wfHohKjpPYOeHkgtounPuwPe31kyYMwsu8fQj9BEILlHRuuvtaFVYZgwbdiwgdWrV5OcnExycjJLlizh7rvvZtiwYXz33XfExMS05jjb4AJXT4sW1JpGbkaBB6pWrtQsXGsrKjJcuFaFSRQ4r5t2Je8+ZYf43SV3wROuifP5nQSKrUWg47BxLVw5ZI+NW5fLXgVqF4wWqf/4RbJ+FzTDEQFkm80rXFES0CWhgqCQsymbvlM+e36PbzluCaiJBFnUDqHaENUbPPKvhDDnnPU6IrcKIWmJGarm0EzMCdFgPCCjyHLPuWAMceWJ3Lv9v5hDlc/dClBDEwUBhLA6bHVdqT+awaZuS9h8VoV27h7Gc51c4VrM1R9Up1d4+hrevDSKh/0o2gpAal0l/Wp+ZGdcLPXHrkZAICGmjp5HaxCLIiiLjGNd+65uJF9Akd3+2yU9AAmT+ZCj8KvN2gXPwMSux/e75TR5wvW9sLsDuvMXLByLLzoGVYZQzvyIF9l30aucedH1/j1LnjAgxuC5gJJANbeEfUNuUw838YlfS2qZt/oXr54KKuu56z/b+HzEDPr/dD+hyYdxhY4RatQAt9UrZCksCppDrBzY2lg7Gza8Amf9E3LfAqleCavrdy30uEy5vu9PMt6fFlkCxdj+5EZFSW/XZ6EZu2eOzIkIL9NChyGwP5hQdfuTcXCt8V20QtQCEkTRUdnz591Rv6sqhF+Bu3+CyCi7x7At9+iPBsOEqa6ujrAwZ3NBEHj99de59957ueiii/jwww9bZYBt8IanpyXQdrLNRuHsZ7QFHwwWrjUKqcSYDHiCgVyaAakDSDOnMerr40zc5F0oVg3xy7yonJhLLtXso2rlSm9BjPR0qu++msI6fRLa64hMco2+N0Adi174lSC6F9StNMPCkSIbu1mw/dLFuz9TreP/RubmZKC1JTZ3doKI5NWsT7uBzKZzuGH71lY+YvBQiY/q9Wx3fB2l4ensapqMJArsbP8RgqnOS7zSX66TnldyzTkCQ3fLlLeTDROInKx6vj4mMGGzfwMiPeZrDrRXRjR4VxR3LRVoV+lk7cVRcczvdzkbMvs6xnm8sp6cou+JOfN1p3cUZ0hrc3UfxzZPCXI9DNonc+8SH3L5nmobBpFiTvFpUAn2me/x89Nw0XWgn0WkDQNha16eNUHJXZoV/j6rGgYhI5IeF8VHOb/5Cmri7rwz+PHqhZhWzAhtqJxenkSgBrgeWYptr0hTb1C9KqdQTlSTFWwe73trmZKP0/E8pV5UKPHZX1qed+UJNZzNLbzsBKLbiCAJEzi8T0ZwyWx3sQsVAYeO6ogx+PLuqN81NcGvy9yJVlvu0R8OhglTz5492bx5M7169XLb/sorrwAwcWLbDXCi4OppCaaddfMWw4VrfdUsMgKjxXQrzP5/LE2iiSfrLyFx07ua36sKYsXPzKHdxRfzc+k2p3pg6gBqV6/R9Ko1FxYS9cTLZE/WrlkExklLTRTE1rt/ttRDO4+wA4sVpn0p8cxF57AuwfuYYrgz1CMYL8SpCqPqdAIwdC8M3Sthjfg38/pdT2VEPrGNjSc0DNGX51D9vjrSKe/uzPHZCeykMhp+yApnU21nfulxEEkU3Ox7X4IKKjlyRU20clClRpcyOl/1tsA9dLUk1th5ty9RiiBbrDBtsffNn1RfyeM5C/lH9hQHaQqz7OTrwg8QPX5V1JDW+qM3OEiTpwS5HsZpkDt1YeTVy2X2dpNJOi4G5H1KMacyIHWAAYPKoJqVFoLMGxEFyKSUbHEPm6QsrhvckRdW7/Nuh0S2uIdUKiiqjicnYgrnuarYFe8JvHitJ8bM1jbsQlHnZ/ijSt0b0QRnDPY2LE9JuHghJr0W4q5bofz38pmKdy9rovI39K9K3asTgdj2Sn7WD88ZJz5aiI6Hukp8hrZpkSUIPncrVDlfbblHfzgYJkxXXHEFH330ETfe6J2Y+MorryBJEvPnzw/p4NqgDdXTUmQt0g4hQyDNnKYYBRrwV4so0Ha+oBbTbSoo8Gno3rNUZsEoiWMD9AWQZZuN1Ne+wFf1AgFoLijg3hdGsj6twrE9PSqVuS9bCdPzquGSS6VhcBklLS9cISILCsGqMMvcs1SGev08jVtztrF+zDiPHCaJsLhtjk9+ZZ1PIwRDdsyNMHPzh2w84wzO/f33kI/JF/yNVwBMMmTvk5j2hfe9FVcHE7Y0MWHLL5RYBN67OIrcLPfYwtzuAp8MExibK7uR7TILLBgpUB0tkFirqPFdo1HM2FU8xZM0Ze+VmLrSXQ3RhnIfaZ2bSmiv2iBz1QYZm6A9D+r9e8eOr9iY0RtJkIhM/0KzsaogGJm2hObqLEBkV3JXiqPiSKqv1FURlAUQZf1j37ZcwoyEzWXOfJFH9dGvOjqaVflFjJEKjD1PwRhQMcYWivRwlrmWqZcPoKHZ25C+RMxhVvi/yRSchmjdZ2/BxOecBOfQupYTpuUzIGuCtoHXcxxcNF3JwWkM1AUuQN5ChTBBgPLXAvScAHv8xJa2GuwkWhBOTphbILCWuivR7Vx04o7tCDlr4dycNQ62/YegQtuCzd0KZc5XW+7RHwqG7a+ZM2eybNky3e9fe+01JKkVVkna4AWTaGJG9gxAIUeuUD/7qmlk1OtjtJ0vqBLmgiD4fHUmVsNDX0jMbNRX9rNu3oKt3GCSbYn7qlbS3kLCSir0x4mSM5F1RPv73WcIlLQT/RbazO/oLGAqCQLJejLnKA9fal0FvUsOum03mQ8hhjlD8lQvhJo31Jo4RX/6ATj3999Z37P1j6PmT312nrH2MY1w63L/UuqJ1TIPf1XHoLz2ZB2WOH+XxJU/2nj1VRvXrnOSpeoo+HiYwD13mcjpZWJ3Z5ENvQRd4Q/Vszp1lXtxYkdB4xrv9kaJq0mDsLj2k1pXQT/rGmK6P+N2z7pCkGR6/yYxbF8551T/iChLjqK2Wve06lnzd+zIegFbvfs7TiWP2Xu9nxTZprjXSou7c+cHedz+hUHyHYgBJdlg7Rz46Frj+2hg1vUXc2mfDFJjwjlXzGeiuIFzxXzGipt4PXwe6bi/36LqixTjON9OJPwWvTSAmuOKh8AT+YvhX92UwrIBkyXQLTDa9SKY8DK+xyyfRLLkgtpil4Kopyrs74LlMxQCfSI8eIIJrl6okODDG4yLYuhh23+UAsnR8e7bYzPdBRq0EPAzILQVgm2DT7QVrj1NMarTKOYOn6tZh2l69nRGddInHqrXpyWFawOBKmFe8PRsbIXaq7Wq0Ze6cAXl99yt2SYQj5enRyi+xhgVUNp5k1BZhPdGRvDwV3W6oVPvjWiHLCpWryDJ9DkUibcEkDfc8zkkTOb9Xm30ZJ1DDWskxHirQnvBkZvVekNxg3qcvoehJAYStW3zkB3LUg/VZuPhRnH+L7PDM/LQysOYXLr1PEJMPVyzTkaWJQoTBYd0u6/rrook9PxNZndnAUGSuX1ZYPWd/H2nh7ToVew3aa+9uYcpAiymOOp7R/6TVlHb8PR0VnWp5uKfAr/I6hxPWR7FDxF/RhJNCGE1yM0Wwho6Q7LTJ/9t3Zkci0wknTK0o/i81axszc3s2bSCuvKjRCe0p+eQSzCpub35ixWZ5JaEINmPaep8PuQv5tzl0zkvwmno2mRlScwzbUtwDRdTk9ZbGjYHivhBai+nYZq/ODTy16DtucuaCFctgM9u9hGmpp78SVzeMSdDt+GK0f71A/qiDiGB/fpFxUN9RYD72snpr+tCPywtXPku9L5c+X+oQttU0jX8UUjqZjy0LaBnoE2MoQ3+0UaYTmOM6jSKER1GkFeU55ar409KPBSFawNF7JgxiBYLR26+RX9c4FYTCnCrPZLZFGGgvC1URnsriBkNqSuoG43UtNktaT3aZMFqqyKnVxPPm0Qv0lJqNjO/z9VsEHtjOnyIoUd3cVvuFlKsxgy+skgLGXFR9O/5Gz+Wv4tsqtBsl9NDJLe7QNZvMg9+IdGuPrQhejJQFwZRjdqhUG5jjoE9HeGC3YH1Dy0jWXF1sOsMSKptfW9blVkR54iz+m9rFCJ4/W7reYyu+9GZp1QdZax/lUhmHZbcwvtaExllsqbugurh8oRn/tPGjN70LjnIrKFp9OrTFfOggRQsfRN+Ci7fQgRSrFb6lB1ie3J3mqv6ASJhJhlcAnolRJ5quonXw+chybiRJln11bsYUD+vWEjmT0/RG6dxXLgqiWPnzaJ/hwRDEuL+ISvH3LMUPrkJT7+8SfDVv0fOlV7ieaBQSRjAN38Lvh9PRCXAT69C+a+Q0NlZkygmyU9OTyiIkgDhZmgKcuVFveGzJiqiFp/fFoIx2WFO9pYwHzBFIa/BolIndCKUOO9e6HO587NRz2xEOz+eSvtiQN5CeGBHYIRG7xkQRI06TG1iDG3wjTbCdJrDJJp0pcN9wVG41lMxLoDCtYHCVhrYyqtn7RFRlnjfHE+CtUI3/wLg7Uu985D85QFJQEl0PNvNI5H2j3SRRW6HlPkJYjiOAp653QVHEn1ZDOzOiKL6YG9AZMh+KzNzfjB0fjLQnJTCow9fQ+O+L/ho/Wv08qN6JosCOzsJvDEWHv5Co0hvCyAAyQbth6XZ0K5eoFGUiTDIXNQ1vpaOufcJSmMqswi8PUZg2pfanhpQ7pvqEJMqrWO1M0h+1IWB0T+fmNV3GXvh3vNlt3tWkGSmrtKeN+/8J5EdKWdydOA5DDqnPQDDxt3Ozn/+G1OJ9rNuBGlR32LutJawJjM9i7Iw1fUBznRrs0LK5q6mB5ScIJcwt0ZzOpHj/+kwoH5esZCzN9yH5wmlyKWkbLiPhsh4IkPl8ZAlpY5LsP25ruy7Jp7vXgw5bwben2v4XECFRP3gP1fido4rH1eM7oyzje1/xmBnEdiAIQdPlkAJyVNhCbA+ly4Epa9Jr8JvG5Sp6TIMOl8Au75oWddxHUIyQp/46VVFSlwlHUbVFA2FdbZAgEVLfKHDEDiyqU2MoQ0BoY0w/Q8jdswYLCNHetUkCqVnyRWB5ESt3l3I3R9uc3vNSoLIa30m8VjOQl2je/EQgU09vcfvqkamJ9X8Rt9JDvEFm7UbACbzAUR74U7XvvI7ufZQhcl8CLm2i26RXi8Iygp22uUTqLrzTzQXFnK//Ssjieubukfz/OS6Vg/R08OU7yAYg641QvgaTRAdwv5koNTiVFxbfFxm4ibvc1Xvm7fHiExZI7WqKIe/eZOAUnM7dneoI3uvxHl7W2kgHhCA5BpnvaSswxK9f4OUSv8hhGr+3o4UhcSkWpxuNMFkotMTT3H0/geQZe8SAkagkkdbWC27MnN5vuQ7rLzIKHELS22DHO1WSNmsahjkVJ0jnj9NupZJWUpBdltzM5k/PaWM22MgqhR4ZGNFECPUweK/QkOV/3Z68FzZd008D4YwgUKUhFDf3R7PlCwpKm4dhhjbPRiyFJWgrHy1KGwS9znuNFTJs2lpn8iKt+qDK5ybtv1HCSsLWohAUOpHBViQPmi4hoSGKizUFcGG+WmJL7SJMbQhQJzuolv/07BJMj8dKOWrrUf56UApNikIA9ZkImZINnHjxxEzJLvVyBI4c6d066bYc6cAnv1mj+brdX1mX57OnkKZOd5te3lEDLMH38D7wxJ1fxtye5h457okwtPcf3xKouPd5JFViLJE35JfOH+XRNZh94R6r6GHVdO75CAp9ZWGjLuwtDQSb7mZsnffo8kjDNFn4roUBlIkoqmBnB4i99xt4r/nK2vbWsnzMvD1YIEFI0+kGPeJgXpGEb5kE4PEwpGiw2Pyn4tNzL1CoNKDlZVZ4OXLYVMv0SHKcSLMEs9jqMRtfp8rkJvNDs/OicSgX2TeetHGrP8q6noX7TK2n5q/lx4bSXaXRLfvYseMof2L8whPT3fbHpaejhgfr/seUQVY1LBc2d7uhcR4AOaGvcYlYo7HPiIbpSwWS0PZKGWRGussxL5n0wrSKNXJc/ImUS1G0GTJT9J6S4Qgls+A0gNBjitAHNnUen3Xl7ec2FgyvefYZiDx0xfC7feb59iqjiuEo7Y0yGsnK+F9Pz7fsvEZPZanmIcaEhcbIi9cKBXs2tCGABGUh+nAgQPMmzeP3buVBIasrCzuv/9+unXrFtLBtUEfnuFqABlxUcyakMWlfUIVIhBaGMmdSn1oGnvr6ymoqkfvx2F9Zl9+yujNebVHCK8oozTSwq7krkiCSFhhGFHtP/CqZ6mqB469+UnO/PsIrJu3sGnzXl7IK3Ps64qhx3Z4JaOrnh/XkDy19gvNFhINGjpSdDSpf3uEon/+CzRWz9WQJS2Zc9HUDDQ7PsuiwGfDbBxJFbl5ZTjJtc4f7jIXT5UgyYzfZCOpxndNodJ2gGC8kOofEQJwRomMq9m2qaeJnLNkr+t+QV0dyCafZLo1xueKkuh43ug7iQ2Zvcn+/bOgPY5quKSnoImRVbVxucGdv1qPqb5ZYlV+gde7S88LXr3GXlPNAyp5XDBadHtuZEGgyOT8uVOLw0oeZycA6XFRbuStrvwooGQ/5UVFUmwykWKzMaC+IdBytq0IA0nrLVnxt5YqOTRRCQrp+F/GwKnuc3xoHTS2UIUmPEonRND+xl35KFzyDHw6FW2JbRmiE1quShcKeHqBXEPiDn0fpNy9hwCLZGurbxQKtM1jQAiYMK1YsYKJEydyzjnncP755wOwfv16evfuzZIlSxg9enTIB9kGdyzfeZy7Psjz+rkrqKznrg/yeP2GAZqkyVVAIdWiGAWmkC+P+oa/3KnoESPAh3y9CkkQ6XHJRby3/lfA+fPRXN2H+qM3EJm2BMFFuMFTPTBmSDbRCZ0h7yOGHd1GmQvpGnpsB4/nLPQ6pur5qYkGi4sqWplF5MOBjfxmsBinWFfHsWkP+W6DonrW64jsEf6HWyFS1XDP6SGyubuNnkdEEmu9i3jKosDC0QLTvpA1SY86fwvGKAakVugiGp//qLjmR5moJhv/udj54+EdiglboiIZskfiga/8h421Btn8ecBIcsxnUCtHMMj2Duf+YkCuT2NcAIuz4fzduBGusnYQaYOYOv3cP5VkBXJuas7gruSuAFRam3TfXaoX3BWO98hTf6e51LlQUeYjnFWFKECmoBSH3ShlOY9j/3fWhCy392J0QntWm6N5NimBwjDnT2ZaczMzSssZZVXm/IQuJngmrZuTYNzz/pPWWyoEoRcd8L+EJI+F4cM/tqAze8icq8iDF+yeG3OS9rUzJ0G/a6DbKCjeDeWHYPsnLQvrbAlqChVD3NXwVkPi9vr/bdeFuhiQv9h7DmIzlcWANtEG42ibx4ARMGGaMWMGDz74IM8++6zX9unTp7cRplaGTZJ5akm+5tqg+oP91JJ8Rmelu/3onwiPlGyzGcqH8pU71dTUpNGzNkZnpZPdJdHrvFIZwD/a9SHBdoDyGLAMHsKAjEFu6oFVK1eS/PRs/ukSDlccFccbfSdyxw6lzoeeelk7D5s0vlri3u/fZestj1C8Rb8YZzBI8MiH9ZZpds952t3Z+8iCJDN5g8RlufpGfXU0vDnW6Y2qifY+z5aiNQ3K1uh74iaZ/Zk2zZw4FX32K6IQRo7dGufeP28N/VvYR1VkFG+NaySnh8iHI7zJ+OBfZB76XNKV0w/0XtfKGfT17tJD7JgxWLpGYn3+KvbZInn2jDifgimeOMtcy0aX5ytd5314NCOMh1KTvfYvMpmYlprMc4UljKqr91K000cg3h0tbwJw7t2w7SOnnLW1RBGKEERjpMkzCb62GD77ix91OpSQseGPwqbXfXgz7GOOtEBDkO7OUxmeoYlBO5ft17LfNbDxNf/Nawqh71XOa7d3GWz/WLn2G18z1kegYwvm5FY8qhQ09jS88xcHN0ZBhCvfU/rKX6ytRqmGLvqrzdQGBW3zGBQCJky7d+/mk08+8dp+yy23MG/evFCMqQ0+kHOozI0ceEIGjlfWk3OojPO6JQHBe6QCQdXKld5eo/R0XcU9rVVjV6THRvFbeYPm69o1bMYkCozOSnd4ztpv30TcO/9yyJNnAGHpX1BrH4dss1Eyfz4lL7/i1W9SfSWP5b4fcJ0aEZBlmQ4fvcnrfSfyWO77ITPgXeXQ9WSaVc/X85PxWlnP3itx+1KJWI0Qe3VuPz0fdncUia9VkvZFm+zmQTsRaMl8tUYwnDqWW5fL5J4p0fMobiRCFgU3JbhQIhT3jpE+qiIiWdyrB5/0OpeIMxYhyFWg4UXL6SFo1gArs8DGHgLjNwd2BcosUDu4EUt8HaKtmX41G0hsLKUsIont8lC3d5c/CF0vIKZ7Mv2qjlPa3gKCNrkVZJlUqdlt26zrL2as3Fvb424PVbFVH+efu17W9KzIgoAgy/wrOYGRR475J44XPgJdLoJff1SKvvpD78lwZKP3CnCfK2HDy3gbO8eMGzueSfCH1vknSyqSusEjB5R9Nr8LB76FRpcbQ5VoBrtRhvdYT2d41qbqMgzWGQgzMye512tS5yk6wRiRUPN3RJNCVje+TuvNq2sRiCCOod6LVy9Qzrv6uJIHF9RQJEVqXrIpHhFfy8WuohNt0EbbPAaNgAlTSkoKW7dupXv37m7bt27dSmpqasgG1gZtFFUb0xdW2wXrkQoEVStXKvkEHmoLzYWFyvYX5xE7ZkxAIYEzxvbk7g+36a2vuoXNmESB87olKeN45nGadcZRd8vNVH291KvWkwo1dyiYWRCAJGsFtfFFPHeFyJ3fSFgMXCo9w1ZCMSzVxHUjMs1TV7rnPOkRLNcxy8CVG8C03tmuNSQD/BnwVS2U5m4tz1VcHbzxquQ2tuooWDZYYE97WkWhMBTnol5b177Ue3txnzPIy6piT5daZDGfKPLBZvZ5YE85fZU49joiGyZMi4YK7OwssLuDwF0Vjdyw711uzP2UJJei0iXtvmZv+lWc9+BTxk7Unpdj+uQmZpRWMC01CUGWHUIPoJAlgAfLKrAm2Wcntj2mzudznmhyxvHvsntbrKWKt6bqGHlRkRRm6Ceay4JAQVgYeVGRDK73k/if0lMxrjsNhU3z/RchPbIJ7tvmLn/cYQi8dDb6RqysFM8N1NgJRH1MbdttuPKnlQcByrZz71LCw1xDzsKiofkEr8iEGkvug6g4RfK743kQFqUo3Okhoh1M26MtZS3Z/OcfRSe65+/oGrwhxLl3Q/6XLajhJcOim40TcV+oKVTuJ59jaYH0+P8S2uYxaARMmG677TZuv/12Dh48yNChygO8fv165syZw7Rp00I+wDa4w1V610g7ox6pBesPMfX8LgGTJtlmo3D2M9qypXblhcLZz7AhLYunlu01HBI4qlcar98wwCvcTi9sxu84gLJ33vV7Pi0NpUuNWM+GHiJ1ETJPfBzcD5pq6Lomrvc64l+mObkG7v/SxsqBInvaw+3L9OsHqRAAk+y9LVRQz8Vfnyv6w8Xb9cUmfKG1sypiPYicpR6uXSfTEKLFNwklJHLBSIGMI525ZtuhkPTrOS9lFnhvlEhOD8ULLLiSClOdX/NLFgV2d8BBmnr+JhNrlf0WJFZl2j8dZr+fZZn8wnZcpCFNn1gjkfTGJ6xLsTDshoeNnag9L2fU8unMLSrxzjWy2ZheWs5F9TKODApf+RAuKDaoGmqonauH4Ny7/RcirTqqGNieniB/BmxdGfzwHAyf7rudK9HZv9r/+FWseBTWzVVypnpf7u2t0prTyFiF7HUbAeWHIecN48c70Tjnetj6oe82deXw74kKkZEl32QJwBShLW3tQABvMb8Gb4jQ4zIY8w/49ungVfZCQZZAeXaMkvpgpcf/V9A2j0EjYML097//HYvFwvPPP8/MmTMByMzM5Mknn+S+++4L+QDb4I7sLolkxEVRUFnvN1wNjHuk/t/S3bz946GAc5qsm7e4heF5QZZpLijgtZc+43iKe9FIfyGBl/bJcAu38+WV8juOE4TKOCuCICIb/P3zlVOU2935rWcukx6G7oWheyUqoyHWYLFTo2NqTVy9HrZ0g6Rqb2U2Pe/UiQry0ZuPyBDImaten7fGimw6S+Sy2tBX5f1mgD1UU5aJtyphl3s6Cm5eGJX2CAjIOjOrlT9ns3fhiyyBO/kXZLhmjfZ+qreUF99jWZ+rueycTrrnZZNs5BXlUWwtJiUxgwH3bWPUkU2MqD5Onq2a4uqjpGz9LwPKjmECmkT7YtMVb/jOh3BBis3YRfZsJ0tgLY6gud5EWJSEuVsSgqsUtadwgB48jRajRsym1+HCh/W9TH6Iol9YS+DTKZA/WfFmqR6TPUu157ShCvavUv5OWekYuxJb1xH+CZMKoxLldWWKV7Fdmrca2eEN/vupK3Ou+Le6IeuiSLdnKeQtaOXj+YEqle8qV+4LbdLjvmF0ftrm0QsBEyZBEHjwwQd58MEHqa5WfjktFmPqYG1oOUyiwKwJWdz1QZ6hcDWjHikILqepubjYfyMgQSP510hIoBpuF6pxGIWMfQXexWPlcyVdECg1m9ndQWEp8dYgY7/t/cfWuSvkVcT43scTsa0U8dJawg0CMOiA8xie33ke948ib+4m/Q6kVBsXPTGKC3fCBbsle16aMrt6xZFVsuQpy68X3unpnfSEAHw8THA7jiFvabXE82+9hnjXA27vItlmozYnl10r/8v6YxvIyawlv6MShppmTmNG9gxG9buGweoOFzzm9KJEp8Kucuh5meGwpgH1DaQ1N1NkMrkRTMf5yTJpdolxFVVHoijMi6O5zklWwrbHkdZvjTOfM1CjRfUGFe0xtl9duX5Izc4vYdEUY/34w67PlT8ASwY0N+D/vRfAezHxTCjbH+zoAoQMl8xWcm5aAysedf7fVY0s0BX/VjdkZcUD60LGaAABAABJREFUq0d+TygEpzdYrSNWdVxnTIK79HgbtNE2j0GjRRFIFouljSydBFzaJ4PXbxhAepw7GUqPi/IiO6pHyohxqT46Ty3JN1wENywlxVC7Mh3JbVeRipbA6DiMYtkIC2EeOXk1EWZAI8fHbkgdm3qNYxXdVawhWLh6lUb9HFhoQ2uRiUD7DTYf7A+UIq6LRefBq+NFwpvtYhvNEsMMFnwN5G4wN3orHvoqjuwJX/lzRlAQ7/7ZqLc0qbHU7V1UtXIl+86/gCM330zsRysY+301sz6SePslG9l7JYqsRUxbO43Vh13Cy9QwqL5XQafznNv9hDXJEtQWRlBzOJondlYjSLIjF0qF+nl6abmjHlPVkSiOrk+guc79p7W5rIqj9z9A1cqVyga/RWQF58p6/mKY1wcWjjcmLqDC0xCXbPDdM7BoqvE+AkH18ZYXhfVEa5Els7fqIaDkrllLW480qVDVyHZ+aZwwqep8LSlAbARh0dBkha8f4MS8ie3n4WkjxLZ3FzBR64i57uPZh686ZG1Q0DaPQSOowrWLFi3ik08+4bfffqOxsdHtu7y8vJAMrA2+YTRczZdHSgtaKnu+YB40kLD0dEVIQSN/SAaKXeqt6MFo6GCw4wgUck0NFR++TNbvgkP6PHLAALZ+tJiI+S8gljmTmMPS0qi85a+E9x1EzM5l1NpK2d1BoDJaEQ0IFirpEpslzjO4sPxHgJYZIKCQhJoo5Z4KNtzwVMLobXDVT07CUmk2dr/UhodjbmoyXFRWT9lRrziyJ/x5hPxh6mqZpnDJ4WUqN+gtLY1IcryLeh/YwtH77tds167OqRKZ28PEnJw5jOgwwq2MgBd8GKmeHqIU4IPvm1kwWmRllndulFqHSWqG47lxaM64Sz6nZeRIpdyCbhFZF6OlJav8rp6I/MWKGESoCc1JhwAR5sAKx5qTYey/4LObvb+rOq4Uh804G+pb86Vrv56fBSCK4KrO57h3WgHNdfDFHa3TtxZUtUBPqXutIqp6dcTUPtqksI2hbR6DgiEP0/jx41m6dCkAL730EjfffDNpaWn8/PPPZGdnk5SUxMGDBxk7dmyrDhbg1VdfpXPnzkRFRTFkyBBycnJa/ZinKtRwtUnntOe8bkm6gg16HilfMEpgBJOJtEdn2j94HN/+2bXeijckTOYD/Fq/ntyCXGxScIkhvsahFtcMZFV+XK5M7bffETMkm7jx44gZkk1YeBiDbppM33Vr6bhwIZnPPUfBk3OZMvpRrsqP5MGPd1Dym/IMSILAuj7BrQBKKCFTqkLepXlyyOo6nc4QUYhSXP3pH44n4y0m4flZD6u6dee5SdGUtdC571oc2RPqIyTLxj1CerDUOb1Zgiyzu4MSiqj3PCr3v8CulDRAoqiyloKn9QUS1Hth6ioJJIkCawF5RX4W7nTCmvQ8RGFWgVu/klm4sYI5RSW8e7yQ5UeOOchS1ZEo9i9JQ2r0QdLs+ZzWzVuUz6rREusR/hybqWzvOS54NTRzsiKyAM5crT8cWQKQAyNLoHgbVz2m3x8yHN/W0oEZQ0CiCHa5Z8mm3DvDZ7basE4YLpkND+xQzsfVG9xlmL6HI2siPLATpnwNV76j/Kv20QbjaJvHgGHIw/Tcc88xbtw4xo0bx2uvvcabb77Jn/70JxYsWMDf/vY3unbtyhNPPEFZWeu+kD/++GOmTZvG/PnzGTJkCPPmzeOSSy5h7969bZLmfqB6pBasP8T/W7rbb/tAcp9ix4yBF+d512FKSyNl5kwO5ZkQNEQqwiw7iUxbghheydt74e29cIb5DO6MuFPzOP4K4zrG8fRsN+nw6mj4JRMGHjCe+yIDifM+paLLhexOPZMia5PDi6eaUtt+L+eF3FIKkrsqxfWA5uo+1B29gci0JWzuXs743MCMHVUEwDVJvt/BlnnM/ij5Pn8EaOUc6n3Ww8/995DfScQaLTDrvy33pvojRGUB5s95wtWb9VsXuLKmhgMXWRj0taxbDHfBaIGoLu8R0RRHzfYrsOmUAlAh4CR/+Z0Eiq1+cho14vhlCQrz4lx69DyCjGVLAv1TfsN1/UclWUbhlm/Zc5wiT31onXKIThc4jUUjinh6sJbA3J7Q52rY+Sn/G0GuBhHf0cC8norz5SH3bFQ45FRFbHsYcmdwoV8+FQfbYBht8xgQDBGmuXPncu211wLw22+/OeTEo6OjHcIPN954I+eeey6vvOJdEDRUmDt3Lrfddhs336y40ufPn8/SpUt59913mTEjyKJo/0MwiQJTz+/C2z8eMqyyZxSxY8ZgGTnSi9BIAtwQu4p5321FarZgs3YBRMIsO4lq/4FXPyXWEoiAtUfWMrrraMd2o4VxY8eMYW/vOJ575xYG7ZMZli8TZ3UKCtgE/4nqoBhxYq2V47f+haaoOD7udzkbMvsyuiSfu3d+RVRFKSnAHKA4Ko759u9BIU3N1VnkRR2gJOY9EmsbDXuIytrBgjHOZHxBkukRpM2knmZNFIZqQrUG/ElOnyzUhUG4DcJa0S7SI6rBzoUMVEcJ7OkgIAgtExZxha98u6aSUezOyKHEUqYr+S4D2Iu46kH1ZqX/Hs2rXcMgEbIjvFX3yjzEKExiBQd/eJcBBs9FJX8pZj85jaJ3SJy1OMJNqMEbAs1VTdSkXsseaR3FDeWkNNmIz9MJw9OBI99SS6ku9j+BiwHowVoKOfNb1scfDeZkqDhyskfRMgQq/jD6/8GPc33XeToZ6HNly/JktOp/nap5N6fTWNugC0OE6fPPP+ef//wnAOnp6ZSVldGpUyc6duzIxo0bOfvsszl06BByCHJH9NDY2MiWLVscUuYAoigyatQofvrpJ819GhoaaGhwUS+qqgKgqamJpqbQq1GdLnhiXA8e/HgroL3i/cS4Hki2ZoKJjosY0J8I+/9XH/6WuVvmUmwtJq69sk1qjqWh6BIiU1cgEOkVxRdOOACvbHmFYe2HYRJNVH/7Lcemz1DigyIjHW1tFRX89rfpZNhshMUn0FxSQlhyMkUJxcQ3RXLpDiXcwebcBRloBg6nQGeDwnoJcj0zt/2Xr6p/Z9LBH+19Rnp9/68wkU0ZWfatAjSdyTvZF/PQhu8MF8R9Y5LIno4iau89jkpEIbmdQyCQgXozfHkBXL8uuD6ChS9vSkv7FQDJfg2kSGOTcyBNIY/dC8DcAJjAhjexkQRF+jrUJM8aAT/2Fhjzc/D1uaQoiBRMyAhUx0rYIoOvcyIDNdEQjsBFewTKY2BfeyWfSZZBtsXSVD6C5rLh7BjyMcPW5Xvdx+qZ1I6/gHZf/+j3mHGNEGm/u7f1gGndZbr/LhNfE0ZFu2Z+OUM5fiQwcL/En7+VSKzB8P1fE2uigzmNvgl9vd7x6mfH9u5j4cqFsHoWVB+nvjna7bnWwzNHcliZZQbM9DgiMVOSwMj4BIGw1FTCz+5H046v7HkiMogu3vyaclh0O1whK6p+ogFPf2SsItt9qiAsCsKjoK7iZI/EG2cMgdz3DM2rKkPfZOQanEhEp0JTE2QOhrguUF2ArtqZJQMG3Q6xnZz326mCXV/DRY8FRxz2LHM8tw5YMmDUU4oKplFINjiSA7VFEJMKHbKDGo/Xu6U1xtqGVoNRPiDIBljOxo0b+frrr/nHP/7BrbfeSocOHZg1axavvvoqjzzyCOeffz6bN29m8uTJvPPOOy0evBaOHTtG+/bt2bBhA+ed51Q7+tvf/sb333/Ppk2bvPZ58skneeqpp7y2f/jhh5jN5lYZZxva0IY2tKENbWhDG9rQhlMfVquV66+/nsrKSmJjY3XbGSJMrpAkCUmSCLNXUv/vf//Lhg0b6N69O3fccQcRERF+eggOwRAmLQ9Thw4dKCkp8TkpJws2SWbL4XJKahpIbhfJwE4JukIOp/LxbJKNKxZfoZtH4FnjxRURRDA9fjpzKuZwXfcHuJEOHL3rrhaPSQuV4WZim6wh9SQ8ce4t7EruSli73URlfAwo59rzsI0Zn/l/1KqiBBaMFsjrroQk9TgiMfPTlldLn3+ZSFMY3LvYmDx0sHlPnvvVRUB0o17rlkGKjOTQY4/S5enZiC7PeTCQUULTHrrVhCwKbt4NFdZwMLfAMS2jKMRF2KBdC0Ik518msrGncn8M3C8ZvqZGxwgw94Jh2Oo68MiWD736Vtt8MVRgSbaSaydIMu9+EItQWqGrluk6v74gSDLPv20joSawc1KP2v6fczAPH+H1bpNszaxatYoz33wL+XdngWA5KZnCP93Kb93PofeMqcTU1aF1ZK1zMPp8ivHxpE+9FEvFf91Xmn3h+k+VMCqHYpmGz3bwrZD7lrH+TgrsYaMdh8KxnxUFtpOFCAs0Gpd7bBKjWNX3JUbvuI9w6WTLctqv9xVveHslND0YmTDqSe+2qkfll5Ww87OTLwQy6VXImmTc0yPZ4KVzfIQX2r1qd//k21O0Z5mOx83HPPtAU1MTq1atYvTo0YSHhzvH+tq5Pp53g2NtQ6ujqqqK5ORkv4QpYFlxURQRRWck+3XXXcd1110X3CgDQHJyMiaTiUKP5N/CwkLS09M194mMjCRSI8QiPDzceVOfIli+8zhPLcnneKXzxZwRF8WsCVmGi8gGinDg/LNCXwRva8FWfrf+rt9AwwoSJJleR2RS6iQ4F5qkBl5cXcDBI4e4o4XGsB5yuw5lzO7vkGlhQTIXWGqraEiQCUv5igYaHMRweweZ8gibbh6IirgGeGARzL1cpNoMsdUyNSYZi1U/f8SIUVkSKbKri0jzOO+8ES2EijDFNLR+/pLY0IApBPdISgN0PSKyu4NARbjMh0OV/Lcqs0J0HvlMxtTCSN6UBvi2L1y8I/g+iqJEGux3w4YzMXxNjUICpq7PRSAXU0OD5vWTgBGbYVG2Eh6ICFsmXED2/EVez5NqkiwcJ1Iv+o/zzToikVIa5CKBIHD0/57mjs0ix6qdTD0jLopnUksgOQr599/d7hfp2FEyn3+Kd7On8FuPgVy7aY3amcs5KHe25znsaC9TK9iw+FBuFNu1o/uL9yF+eQsBhUTVFSmKYSZBI9epvSL/G50Am1423ufJwq/fnuwRQH1wpCdcqjdGmKKToK40qGP4RWQsjH8R+k7y/q7vJOg93mCOTDiceaHyd8lTzn1KDyiy5aGqgtfvWtj+sf92sWnwyzfe97c5CS6bC30ud2+/di7U+llwqDwIx3L1xQwkG6yaAZIeeRdg1UxlTgMkMm625aGNUHmoZWNtwwmBUT4QsJ24fPlyfvzRGav+6quvcs4553D99ddTXt56SYUREREMHDiQNWvWOLZJksSaNWvcPE6nI5bvPM5dH+S5kSWAgsp67vogj+U7Da5I+oBNkvnpQClfbT3KTwdKNQvTyjYbtZtyqPx6KbWbcpBtwUl8+1WoUo9nH0L2XolXX7Px5IcSdy5TDKXn35IZsr+Gg1LrxY//ZfoUrI8+TUN86IoUlkVaMJkPIYZXunnRZFFgwWjRUU9ID+oD+cBXEk9+KHHfEsVo1/oZC+RnTZZlZBlyeoi8Os4/hQmU5KjS7cEqvwWC1ozCH/SL7LgX718iM3WNzNRVMhM2yS3yLrliR2eBqqjAz0NGkZvf00Fwc+Lk9BC5906RBSMF8rpCTQud/CKQWl9JSn2lPgnAW5L8H1Up/CN7CqVRcW5tS8zteH6yU8jBH1okYy7LhJUWk3Qw321zUYUV4c1XNXcRUeb2jh1f8UH6GMznNxEW7f6U2mJk3XPQ85Y7vg8LQ1j9GAFfcTWp35f8b2sXMT0RCDvFcoSCQWx75dq0Fhqq4PO/wMq/a38vmpR7oV2aQoAOb0AzCVmywYG18O0/lCLGsgS9r4Dh0+Ga970l7oPF2dcbK8xsLVWEVzxVC62lsGiK+/lKNtj0mrHj+xJM8VO02k2NsCUwKtrSUnGXNpwwBOxheuSRR5gzR6kSvGPHDqZNm8ZDDz3Ed999x7Rp03jvvfdCPkgV06ZNY8qUKQwaNIjs7GzmzZtHbW2tQzXvdIRNknlqSb7mT6lqgD61JJ/RWelBh8sZ8V4ZVaEzAr8KVS4YvEfioS+8KURCrcTjOe8ze/CNFEfFkVRfGTIvkARUxpk4mlrJqHMn0/ynidwyfRYPrPqcqCbtV7xax0lAe5VBAkrsBXrFsO2ax83pIfL8ZLhtuUScj5o7At5Kfi0lI5aSrghdDwOhU1dTxwWh89C59ql3HVrTNBynIQMfWw8D/CwUBoJyi8Cblwk89LlkuPgsKOe95hwB2SS4zUH2Xm8PU20krO7ck4sOHiG2qbbV6ngN2iezqyMItniarV3YkCmyMaM3fUsO0K94PyCwPbkLv3b9HIEqu6fG87wE4iLjqGioQEDwqdpnFIkN7u62rJKDJNVXUaHTXgRS6yroVfIrs9Nu4LXx86gricBWbyIsykZ+B4Gc9t7e+F5HZCx+osxsFRVYD5QQY9iZLyjGZqehLgPUkf91qP3daLBrMcDaP60NAZpbJ4IgcAgQ2Q4agnDVjpndet4lFbIEG16yH+//uX+nqbiY6VRcVNssuc89nG3dvyA6ESa8qLTrOU4hUuv+FeQg7fdul2H+CzOPmQ0rZuLzt2jDS9B+IPS+XCEwRoVEfCkInigiY1TF0Gi7Npx0BPw7eujQIbKyFCWwzz77jAkTJjB79mxeffVVvvnmm5AP0BXXXnstzz33HE888QTnnHMOW7duZfny5aSlnb43XM6hMi/PkitkcFS7DwZGvFdVK1dy9P4H3MgSQHNhIUfvf4CqlSsDOuaA1AGkmX1cExmkpjgaj1zHzauUTdpVT+C2nUt4o+/EoAMFPE0DlfS8OxKmrXuY1YdXExYeRq+JvWj2s3zQEIGmh0jt8w17uESfo1Wcv0si67CE4OHJy+khsnBk4Ca/+qAGS3OSOOgYSygMUhXB5Ji4ftaTtvexLtkqkFAk51v7GGpBYoU8iwEXny1IcI6uoXgE/TefxUOfSyR52HgxDTBx7x7ykzr79Wq2BMPyZURJpuHYZfQtPshFv//MtXvX8NDmj7h+3xqu37eaZze8xcuv1TF4rw3BY3bVz7POm8ULw18g1ZzK7g4CJT4K2xpBWaT7xHoSKD0kNlSzQsrmbtsDVKW2I65THTFpjQxobCC5WWNhx6A3rLneaGiPfX4ufTawcKBof3Wg7P2eUmQJ9N8CrQ2d5ZhgyBJATNKJM3x/ehWaXRJD1cLEnl6TquPK9vzF9jY3auf+1JUp3+UvVu65rhcFOTCPe1evMLM5Cc69C6qPGqsztvQhxbtkNPcvOkFpv2ORUsvM09PWUiIj2ZR+9fpX4df7a/eyuS6MtOGURsAepoiICKxWZXl89erV3HTTTQAkJiY6ZLtbE/feey/33ntvqx/nRKGo2lhctdF2rjDivfq/r3aycOVszURtVZ2hcPYzWEaOdCsS6wsm0cRlXS7jvV063kYBLu08lkuizyG5xrsWkwp11bcqIoZ/ZE9hxv6lhJeVuDQQkSVJN8eiJhoaTZDsYtQ467woptqcnDmM6DCCS+okon2sFAuAuRFqw8KJaXaPzaqOMPPSOVcDsGDF06TUVzq+K/GoK6OMITj61xJDfuoamfE5NhaMFsntrhik/vKpQj2uqiiIc7mNqyMgUoLI5hAMogVQnwWxBXabv3pTWgWJc3qIbO4Gl+bJ9PpNZsgv/o/jSnblmq7cui7H53HPK9jFom4XMfzoVrf70iYo56v37JRGxxDeDPFNtT7HE2eFCcv7csm+r9z695zKJKuVhz6Hd66LZ2UX5+9EfEQKl2bcTkxzf7K7JDKiwwhyC7aw4OcF3LfyO93Ctnp5h66eXld4Eig9qO1WSNmsahhEtriHVCpojknlsu7p/PvQP9zaG118CIsyGN4cm6kYnKpXwB9UQ9hIv1mTYKPBkKY/MnpPhvwvtX/zgkVNIaH1s/uAbFOEPs67RzHWl09H+/fE/mZbPkPfqHfF8hmKh0mjqLM3NH7DohOcnioVqtfq8AbYuwy2f6IUVQ7kPrSWwA/PQc4bxtrbmuB9l1wvT0+b3/PT8PCq2PWlQuCsLnZIbCaMfta7rUatN7djQOALI204qQiYMF1wwQVMmzaN888/n5ycHD7+WEns27dvH2eccUbIB/hHR6rFWPy20XauMOK9SjqYT3OhD9ezLNNcUIB18xZihmQbOq5NsrHs0DKfbbaXr+Xx2H4U+GylILGhmu/P6E/t47fQr/xXmouLMSUlUrt5C6WvvupdR8f++c2xCjnodUQmoUYxbnZ3EBwGq4xMgbWAvKI8ujbFU2RgLGYPsiQDsY1WepYd5qr9a73HXg0PfS7x/GQcpEldQQ8VYdGD57w4xyKyYLQYcEiYP+j1JaEQ1dcuE8iy14y0CTKXbYHIVlLQA+NFcwVgQw8Yujf4Y7kewxqubDC7nJtnQVbQDqXTCzlU53C3PX9Jbo6j5xHcSIremEYd2cxNl/6dXqW/kiLkU9N+M7EN9Uz70vv6q8/OwrF19Pg1nAl5/s/9z9u36h5bhZondOfaCK677W1WHzjA57lV/Fbcnje3ibzJRkeYcFx0N5abx1EzLII7tq7wKmy7Pktg4ibZa+zq3L3RdxKS4H4n7kruSk20/jtUi2hJiGyUlGiK1yb0J6LdTnavNxNRXuN4l+zuIFAWK5JQpb1wgyAQlpaGuRtQ48MAjU6AqxdC5wuMG1CSDZbc77tNeAz86SOl38Mb2ggTAuz6PPTdOkQTThDKf1X+NZqPYwRq3o7PcDqXfj2hp1wnmpTvNr6u05cBBDK3jR5uX9XTds2/FdIULJFZ+XdnSKRb/8cUxb2zNQid6mXTDJcMYGGkDacEAiZMr7zyCnfffTeLFi3i9ddfp317pSLpN998w6WXXhryAf7Rkd0lkYy4KAoq63XDk9Ljosjukhhw30a8UkZDVZqLDVZ5BfKK8ii0+o7/LbAWcKhdOdEG+iuPtJARF0X2mSmYxFSqVq7k0MPTCSst1jRSPI3T/E6+TeZiazHYojGyWKwVOigBk/d/r/m9aP/+9mUStZGQ31FwCECEmrD4G6s6lqmrJO6528Tzk8WQqqupc6FlgEc0wRMfO+/wExGEE4hH7owS/22MQs2D+3iYQEGC4EXUQSFLD32uHR6ltwCwYLSIZFcYaCicQGKDsXiwhMZa+tSvZken7gimzkS33wAImtff9dmpjmwyRJjA2FwLQHNBATXrynhzaxwycYCEyXwAIaya4iYLd31g5ZbzFdKysUsK24eaNBc8fmkvcfsyidh69/6rI2M0xzLatJnuZx9HeSt5B4cKCJpES+13yVvPcP3G1TziMleq9/i9UQLTPkdRf3D1WtivVdqjMxHOqPdtoE14KbBQKMmmGKD+ZKFVD6EqCuDXc/BHRyucd2x72Pxu6Pv1hYTOyr+hFgxQ+9Mz9H3mwMkKge85zp1s+PSCnQi4eNrUsQVKZHZ+qU2W3I6B3ZPnobjm6mXzq2LYhlMZAROmjh078vXXX3ttf+GFF0IyoP81mESBWROyuOuDPL2fUmZNyApK8MGIV8poqEpYinEhB6MqeQVnJtI9PV3xcGmER7iu+r5qn4OqlSv5/b778XzVqEblJ8MEPh8q+q314ooUcwrHOqWREKS4hNJe/8dARBEOmPWR5DCyNp0lMvdy+Ms34cS7SBzbBBDk1iNRqrrZ1eskdnYWuPdOkZ5HlVyMjDKJq+0CmIHebZXR8PalAlNWy24GeE00WOrAosHdW1O8IVB0LA2doIRKTEdulbnnbu97UZBkpq7Srp2ktZ7rSmLkpjgaCifQXN2Hssj9hseUHvUtBzqtBRnEZhuX/gxp5fD1YIHfkmXi6kUvYreno29PqEqOA52zr9ZsR07qQ5hlJ5FpSxDDnV4yqSmOz/ZeDvRCbrYgi4Lugoel3vuatWuo5bGchTydPYX1mX0BEJGYFf5v2mUqN2FYtITsojMQFm0jYoDMxpTemsc579g2/pqz2mu76rGdO9nEO9clced3YW7e+rC0NHfRnFCtNGsl+PvCoXUKGTOysn7e3bDpLZBa0fX7R0OHIa3jtdKDYILBtyn/D3XelGt/noZ+TSGseNT3/nVlSvjc8OnObX69YCFAVBz48La7Kd+p4ilGiYxkg2XTjI3jSI4i2e4JPdGWNpxWCJgwgSLnvX//foqKipAk99WGCy/UuFna4BOX9sng9RsGeCnZpbewDpMR71Vp1yzC9qfRXFSkHdOthpQMGmj4uEZV8lIsaaTMnMmx++93jEeFmqPwyZCrePXGQVzaJwPZZqPw6dlebcHdSP18qLMTR1iWTo5vWkw6A1IH0Fxbwcv9LufxnIWt6vVRjayvBkVwfr5IfINTLq8iMorvz65nYo5+eJsvSEBtlDY58cRVG2Su2iA7CNyGXgKv2qN1giEN6/oIbOppIucs2eERqIiBe5boE4NAYTTETm9fI6F5oYKr7Lanwd/riOzTq6e23tVBITC7Oto9kzI0FI5Fqsqib8l+kuorqQmLol2z/wuu5tr8+Tsb43NkNxVGmwBfZ8us7+1uKPjyhKoLFMHggBRFmGUnUe298xeFsEqakxcSz1QqS85CaopDCHOX6DdCOO/a+RU/ZfRGEkSyxT1kCmU0CcoCUtdLi2gqlGi2K+CZUxoRRMhu3OMIwVMhyhJ37vxc81jqO2fKKhv33F3BdU/fRFZpIs1CCmFyMeZOsQhx0YrBpa5qt3SlWU3wD6yogPO/vlbWOwyBrR+2kSWjiE6Ec/4MP53gOljn3gVh9toBRvNxJBvU+AmA1xIgcDX0dywyNr5Nr8OFDzvv6xMhm933ash92387z7EYITKHNygy50ZQaySwvw2nKwImTBs3buT666/n8OHDyB4GtiAI2IKs3fO/jkv7ZDA6K52cQ2UUVdeTalHC8IKVEgdj3qsnJvUhbfCjHL3/Ad8hJQYFH8CpkldkLdKVEU4zp1FcnMF9eVV0yZ7Cndu/dE9KT0ym4ea7eemGKxxzYN28hebCQl1DzdNIlZrjaKo8m4ikH1T9CgfU07yi492YRBPZXRI51Gsw/wCvsYQSai7HpM3eRm5sg0KWFmfD8B0Q50eu2BWqAbtsIFy73vh+KoH7JYMWheZt7m7PC3PxCGQdltwEN1oC17soGDJ5srxZWipqRpXVeh+B3kdkrtoAJRZFsEOWP2Lqqs9JsTqJti8i6Zr79OdvbUzc5P08ijL27Tb+c7H7c65K4XuG7pWazXzTcRg37Vlh7GQABIGmxGR2JXcmOu1f6ibPJsgyRKQugZKHaCicQFT7D9yeXyOEM8lawcfnRnGsSxa9SorgR5fvRYhJ8yYFqRqi471LDpJi1Re+cH3nFJe8QEyt1Rm29LO9kWfSebAINrSp0iOHxZO4lR5QcptOpJfkdIM5CQbcBJXHIP4M6HKRYkR/9pcTP5ZdnyvkNpB8HPAvDjJgiu/vjXqz6srdPTkt8YKdc71C4v0hsav/NsGOJRDCF5MaeP9tOG0QMGG68847GTRoEEuXLiUjIwPBX9W+NhiGSRQ4r1voiqiCQe9Vnwx4cZ53HSbPkBKDMIkmZmTPYNraaQgIbqRJlREek3479/xnmyKbntmXjRm96V1ykDRbLROAo8+/TWKcha+3H3OQR6N5VDFHzsMW1h9rVUdARKrvSGTaEgSX0B+5WQltOuOcbPuYFXJ5Z2U9GzN68+fdK7l+n3cYjhYCDeXyRfgkYHyuex0mI/2ryfAjtwdmTKnE46wgayO7GuSeaFEBUg+UtoMFY5TRegklCK1fnylYaKmoBSPrrhJbBT6KeLnANfdJkGTG5yj3hp5XZnyOzEcXSkhh7nQ0p4e7eEpZDOzOiKL2wEVc9vsqEmskvwRWBpBlDlxzG0LlYbcwPE8IAtTJpTw8KZwP1g6i+Chuz6/R++qs8EYGn9MeDp3pRpj0UES81zajOZ4JNZASYV8s9MzxUJPOe18BB79zT44PhEwFG9r0y3Knl0uFurKev/jEihWcrrCWwo/2tIPYTEWJzWdOSxDwzA+KaOctYADeIgZG83Gued+7DpMr1s6GvAXu96NkcxJrc7IiTqK3vytcSUawuXOWTBj/Ihxc6/u+j22vhCj+9Epwynf+EAjJ6mBMGKsNpycCJky//PILixYt4swzz2yN8bShFWDEexU7ZgyWkSMVL05xMWEpKZgHDQzIs+SKUZ1GMXf4XJ7NedZNACLNnMYjg//GrI9EZJwEThJEdqScyT6TzARsPPTZTuptzvFlxEUxu4tIuoFjF0t9sVZ1dnxuru5Dc3UWJvMhhLBq5GYLNmsXQHTL87q0TwZ/Ob8z76z/la0pZxomTKEO5dJ633sSArXJskGQe5aIpU5m2hcnNqnW1SAHxaPkmpwfinpPG3rAyoGiW26NIMvculymnd22EE7B/HWVSO5p7z0vuzsIVBsMnVSheiZBn/B43iNlFlg4SqAmCu5aJnkVQ/bswyQrEufLNH7zvXOJqjAlbmLBGHjoc2+vn+dYiqPjeaPvJDYcTyQ89jflmJKsq2AJ0CVN4sfpF5Nz6BwKqv5EpbSP5PgGMlNLYfEz+idjhyPvUjXYavQMPYG66DRy63t6rdGXG8zxFKIlBtTrFWC196jlwfE0fn0h2NAmzxV/FQ6PVRAY9gik9lS8U3kLWj9H5VRC1bEQkyX7PX/u3bDtI2f4lxZZAnRFDFSvYfVxqC2GmBRnTSLXNofWwZZ3If8rjXNzuR/Bm4RFGHypu5IM0QS9rwwgdNE+H2PnKKGHvScrZEgPfa5U2rWWhLeD8Bm4x9uEHP7QCJgwDRkyhP3797cRplMENslGXlEexdZiUswpDEgdgEnjoTXivRJMJsPS4UYwqtMoRnQY4TW+nEMVHK/c6HNfT9uuoLKeW3+W+DIpBbG02GcNlt879IB6z9BQEZu1m9uW+OhwL/XBUVnpvLP+V3Yld6U4SBGIUENLCKDUAmvOUVTYBBmmrNL2HoQKEoonx9XoVsUIAF59zebm9SmxwMKRYovl03N7iOR3cpfiVomhFOls15L8plBDJQvrswReme/uDas0w7osgdzucPGOwPr1dW7qd7UXD6YoJp73zavp8Tvc9o1MbL1xRplmYPFYhRhRphuyV2WG5f2hIEmkoP5itkePcSjQSc0WTUl1z5plKeYUl/dWEtARALmzjf3p7+mKxXjlXaphS4tu1zgLZeaiJ/yLV6VBXp74kq5ZNO9JwaSjyKkS4y4JVvLqIxlQ3+AlSOMbGsavHloS2qRFtlqSjN/1IicBu/Bhpa/diyHnzeDHeLJx0QzoeB4c/lHx9OQZCAULBWIzFaN/w8sY98BoiBio8t2rZ2l4muY4Q/i6DIOv7tLvF0FRu9NSYNQlcSo0PDkr/+6bLEXEQKNL2KurZ2zXl/6l8Hd+BqOebD0Jb7ewR53rM+ROCGABrA2nJwImTH/961956KGHKCgooG/fvoSHu0so9uvXL2SDa4NvrD68WtODMyN7BqM6jTqJI3PCJJoYnD7YbVswRXhlFC/U/L6TuGft27pJ6G/2ncTUC7rxwup9fvu8+fzOXjliqlDG8cp65uuIQKjH+q5v4EZvsFBH2XjjRPIr93HGt3u4dp3qV2hdqOc7bxIkVguklUNhAiwfIDDoAJry2InVMO1LicVDlJo5wYbMObxUMjQVXsyU5euBWt0EfHvTkJHcYMZdHQXfnS1o5gvFWWH8ZjvhI/TiIjHf5tIFeDzIvgsTjLeVGpXFhpweosPrp+bdxVlh5HZYMBp2JHdHsjpHM2R/DQ/laN8ziuqcwOH+GQxIHYBss2l6vdMenRlY3mXWRORJEvwKVUeiiQqTFLGHeKcxdSkwumcKezatoK78KNEJ7ek5ZAS1g2WO3v8Asizryr3nJMTyPrGkNTczo7ScUdYAEhC1jF8ttEQWXItsBeWx0jCIXRPnT2fClNwdug1X/g6shfWvtv4xL5mthJO9dDZBvcurjyseIzUXTSu80tOLaaR2kz+5ek1oeHL8ynEDUfFw7YdKMVhXIZT8xfCpn7wqcH92fAmruIYXBiq4okfGzMlw2fPQYxws8117sg2nPwImTFdeeSUAt9xyi2ObIAjKj0mb6MMJw+rDq5m2dpqXqEKRtYhpa6cxd/jcU4Y0eSKYIryg/Jwsje/JzY8+TeQb8xBLnTlNJdHxfDLkKm6893pGZ6Xz39zfdNUBARLM4dx7cXev7SZRYOLZGbzxwyE2ZPZl9rBLuOPnFW7iBWX2fJrc7gL9frXpelC0vB6qkRWsUb9yzxLG5Z7YGDQ1P+qmNTLJ1c5jj8+RibDX8dUjMOfny7wwSeD+xbLPkDBPSEBNlF1ivVmi51EYfGS93wR8ULwbccbSfPwiELLUIML63vDWGIGX32xdj58/BHpcZUFCIcF+28pKDmBT+XlEJP3IkAPlmuGgSXYCVJddw4ZMZZsoS9y5fbHmGF1V5xpufYTa1Wu88yrT0515lQHkXVatXMmx516He+7meE48poZowpITSPv7E8Rm2esH5i/GtHw6vV0Nok2ZxF46R/NYZRZYMMq9GHGRycS01GTmFpUESJrwT2DcVroDgJb6GQTvsdILbeo0FCwZihF/OkKdj/zFSq5PayO2veKZaImnb/kMAwpuHl7MUKnWmZMVkqPC05NjVI676qhyP/W9yrkt0HBR13PSUr7TkuIPVIzFFxlravK/fxtOewRMmA4dOtQa42hDALBJNp7NeVZTgU62F2GckzOHER1GaIbnnWxkd0kkPS6Ckqbd4JFTZARH+w1h4g/fUZO7mb27DlEWZcEyeDAvnZni8BjpqQOCYqg9M7mvpgKhTZJZvM35gy81pOIVFGffTRYF3hsl8vAX+rLLah0iFaXmdmzoW8vETXJQHoZhO1tmiAfiMfm+N3x3tojFqniLPJFU7bsvVUEssYaAyJK6r1q7yuYIBdQnS65YOFKgzCKQWC0zZY2Mxdp6MvGuiJQUj+PA/bIhhUN1TEavSSBhh4HcH2q/X2cLXoIPjv7s+UbxNVAeA1vFcUAYTcfHccc3/9Y8pvrU3Lf1MzZm9EUSREV1zocCpXrPJH/zC0dfedUr5K65sFDxLL04z3DeZdXKlRy9/wFsERHufZVWcPSBafCiSKyjsKzHjWpfnY+95t9Y1qzGunkLjUWFzNz9TzYklyGb3OdLFgQEWWZOUgIjrHWBhecZJTDR8cYS71X0uVKf4ATisRJMcOW7+gamaIKBN5+eIhKWTCUMb/lMZwiYGNzCnmGoxHNvCzwTRuWuXb2Yoard1Pcq6Dle32MTiBy3J4kLlET6Oic9Kf5A8gdVtNVT+p9GwISpU6dOrTGONgSAvKI8tzA8T8jIFFgLyCvK8wqHOxXw3ZE1hHWaTXSTc3VKshfkxKpdPNIVqZYoBJMJy7lDGHTuEM02euqAGX5qW+UcKnO0H3psB4/nvO/VRg0deu4KJRzp2VFZ3LZpp1s+RpkF3hslsrm7QNefRxJXnkJZpEWRVO7+L/ZllnPzavccDpugSDzr5UpUh8BzYtQwl4DXxlgQTLW88VrLaikFkhejBTFAslVmEdjVUUQQoDFc0gwZbE1YAnQsGJlH17pHoQ7lkwSFLHlKiitcRWDIPptXvlFx1FfM7ydQGx5NrI8IWwGIa7TSt+QA21K6G1adK/v3+9r5SXZ98cLZz2AZOdIr79ImyeQcKHWI2wzuGEfh7Gf89zW+AEGTNDhX54We44gZkk1+QS7ryyrQuwqyIFAQFkZeVCSDdYUgPKDnBXJFUDWYUHJjzhjsbRQG6rGSbRDjR8U1qZvv709VNNfDv1so+x4M8hf7z9EJJWoKFbXGYEM7XbFpPnQ6390z5Hkso/AkPIF6wfSImU8p/gDyB9vQBoIsXPv+++8zf/58Dh06xE8//USnTp2YN28eXbp0YdKkSaEeYxs8UGw1Jq9ttN2JhF4ooRBWqdRbOX4TcJbmvgKKHLqnUIMeHOqA+4upzs0lsb6aHr2TadfLWSvBJslu6oEFlYq1q4QOfek4rivU0KGbV8OP5uvYcs43bB1gotfv3opfsgy/nL2F2v3TUQ2shsIJ5PT4gM3dBbd9VE+OnuLYrg4wdK+hUzcEXx4LEbh+Qw3DtxvzlvhCQXxgYwqWmKn7998vk29f18ntLrDxLDjPf0pbyNAa3ixVYEOWBW5ebWtRzSwVm7pDfgeBFQO9PUsqv+j/01Ae+v57r32T6it5PGch6zL7GjpWv+L9bEvpTplB1TmpUt8LhSzTXFCAdfMWN7K0fOdxrwWS4XW/Md0ljE63rwMlxOguUiur8z+uWYyp64WU4l2cUkvxr9iwwqjgX8Er2BpMKvSMQjU3Y8lfoa7Cfz/+DNlQeS9OFKITlXydoHJ2WgIBvpl+4mN226UZq91kyIvph2wYvRfMyd6LBYHeR18/CL0meI/DSL6Waw5US/KctBDq/tpwUhEwYXr99dd54okneOCBB3j66acdOUvx8fHMmzevjTCdAKSYU0La7kTBVyihmrsdmfoNeoQJlFA7X8V8PZPEbeVlJD87h3i70fQ7zjyIDZl9vQysxBglbOfavWsMhA5JZBVUcaBjJTKessvO8xLCKzGZDzlU+pqr+yAX3oQt6UvyO1W5tX9e9FYcU3sNJVkCaDJBuEbKofoTqiVaEAhUBbEVAwQm5MqG1PJCYT9MzJHZnykha8ylLwQrTNHa+G/vAXzUvyc2KQ7BVMvmu/7DFRskrv1RDmq86nWZe4UJ2aTXg0DjkWu5bdMS+yd3qIsGAwuNMlGlh1CqT27d/S3n2wnT8p3HueuDPO83S6mxkKDNcjTmKMGnyt0n321m8ZoIUlKOQLJzu57iX8xNV8LgDvYQNa3gYBSDfcKL/kOCWpLn4k9UImsiRMUZ87D4MmQlm/LnqXp2KiIqAa58B5bcCy1cEAoOMlSfYCl2waQUvAX/inLgv9Ct3n2lkoTq40rBX39heeOe9yYRgYaL1pUp4hfdhrtvN+qpqikMTZ6TK0LdXxtOOgImTC+//DJvvfUWl19+Oc8++6xj+6BBg3j44YdDOrg2aGNA6gDSzGkUWYu0yQcCaeY0BqQOOAmj04e/UEJBADGsSvM7f6F0oOQqeCZma6G5sJDf77uf97OnUJjRm74lB0lsqKYs0kK+3JWhx3dx454Vhs4psbGUAwbaCWGKNaV6yb5/6CFe/W4Cb+94CyFxpfKd4CwSesV6xSBW91ERSvnsCA2y5BhvgH3p5XAtGC0ihYssGK2EMbaGMpwr1HHfuUzC3GhsH1VgojGckHhuQo28+Gwaa5xlHOolGLX1A4LxNqikcMFo0QdZAkGQySqo8rtoEGMzFnK2LbkroChdfjD4Sh5Y924Ao9bG4tz3qbtwACM6j+apJfmas1Fq0KP1WqaF/Iw4XZU7G3Aoup4w01bKa2OIjItFDK8ie692yGdSNQivfUvVi/OIveZ9b8MpOgGG3KVIchtZcQ5For6vPjpf4MdA1VDHc4WWcXjKQoCJLym1e06L8YYIsg2ObHKSG18iBqDUhTISLqgq9VUfV9QF934NPt4bbhh6H/S+3H2bSriyLg8sXPHwj96EyainqvQArH2GkOQ5QWjzptpwyiAo0Yf+/ft7bY+MjKS29hRfVfqDwCSamJE9g2lrpyEguJEmwW4yTs+efsoJPhTWeoey+EJSTASTzslkdFa6V6FdT6iJ3Zq5Cp6QlRn769ZPuWP7l25GYXFUHBE244o3ZRHOmH5fhTjlZqfhNmtCFhFhIg+O7knn5Gk8siyZyPQvEcKcCUqjttr79Dieuk59qnhDJBRhi0YTbkqCNVHwzWCB3O7KKPXq9VRGw7reMGIHxBhM9zCCmEZjc6S2eWusQM5ZIlevk7hqQ+hUCFtyndS6YrvsZENFj1/NJNcEl5clAV8PEdyU3fSQ2GjMO2M1RRBta9Q8TxmoijCzM8VJ+MbefT0p58RQ8rLRQpbamLpGojx3GlvufZLjldGabVSPVrKOAad623Z3UEavpXK3MjqaZ5MTKQ5biXoUqdmMYJOZusp3fl/h7GewrFmN4MswNYJQhLr56sNImJZe2GCwuVUnA67CFTsWBbqzQhrH/AM++4siEnG6wZM0+xIx6HGZMcKyfKa7Wp4RqHLcfS53365JvHW8s57QauLXUyUoyo55C3S+DyLPqS1vyj9O01DFgAlTly5d2Lp1q5f4w/Lly+nVq1fIBtYG3xjVaRRzh8/VrMM0PXv6KSkpXlIR6b+RHfePb+KOIeN8kiQVss2mn9itAxElGd1zj+T6SsPCCMXR8WxvN5TopvWcu7+M21a45/uU2IUfNnVLQK7tRN+S/XSQrUTuFJF7pSKYTBxrzCEy/UvEMKuDcPX5VSa5Rv9cTgWiBE4y8OZYxSs2eYPEZbkylnpF4e7adTIjt9ocxUhV71nWYYnevyl97LKHMY7fHHrjIxA1uepohdzu7CyEhDCpXiuLwZJjnsRK9dC90XeSo+CrCj3j3wgElFDLX9pLfkmT62KALyzqPoIb96zwOgd1Ft+8VESMzUeq7gNAemwUEUGKB3keI67KhjD77wzNnsIGjXwqSRB5s99EHsv5N54GjKsX1LGw4aFy9210NA+nJXsrbZqs9Dws+/ZIeuZatURdq9NQxSsViDqeK6ITnSFznoaJarzYGmH4TNjynrs0uK/Cny3NrTrRcBWuCIiEupDGrIkgiP5rBAniqUeqAjlnozLxgZKl4Y9qe1Z1ibfBe0vr+TKyEDBwqh9lRz8hrZ4ING/qfw2ncahiwIRp2rRp3HPPPdTX1yPLMjk5OXz00Uc888wzvP32260xxjboYFSnUYzoMIK8ojyKrcWkmFMYkDrglPMsqYgTz0JqikMIq1TrS+rivX2zOSvTYoj4WTdv8RuGp4eWCAy8NWgIkiDyp2UZTM4v9do3sRoe/kLi86wMLjz4jNOTteHf7Hw5hcq7JzK/eSGiSTsPwh9CGZ4XDASgOlrhqYN/kblmnfcPm6oo+Pxkxcs0+BeZqauchuZVG2Tqwr12O+FIsHvH9rSH2ggwNxqfVz2y881ggY6FclCCE2UWWDAymhyLAC73xNBjO7jdXsco0HGBM/do6iqJ3O5OD6jbfvY6S9vbDaU46nvdfCMZqI9P5pt+l/CbJZV7t31MfKMzDrLUXq8s56x6oviA+qM3kCIOIrtLIvUlweVXap2PDNyx4ys2ZvT2IpcAzWeE0z68nGO7Ut22q0IansRRVbnLjYpkTnKC8px5vLAEARIMBlQ0530NqQ0tW0XNXxI8WQIlx+P9SUoyf/adylhqi5VQpLwF3sbL8EcVxTt/q78tyq06SVBDyPYsNU5qPElj78tB0Ai1NCdDv2sU74y1FD6dav8ixIRSMEFaHyjYZnwfI0qMrti9BBpr/LcLFHkLFcLkipYS7+hEJaxUC/7ytWwGY7cDyYcKZbs/Ek7zUMWACdOtt95KdHQ0jz/+OFarleuvv57MzExefPFFrrvuutYYYxt8wCSaTknpcC2kx8bQUDhBUcOTvWwQLxitJdVcfOLVAD8ZJrDtgjWM3LmeyfnaPyqqcTo5f6f3d6XFJP6/d8ierBhrwUhfC/b+JcFe4DXgHrThKmHtjzTE1CmksDrSpNne1UAXJO16TlGnQM2/8nYKab19mUSMwd9PFVrnDIqHzWqQDKrXsi4cnp8ssKuziCQ0OYhGc3Ufu8z9Qr99qURJ79qptY56HZHZ1VFwew5VJ21D4QQkIYz5/S5XjqmqsjgGrAT/nvl/f2etDAdXLiPahSxVmmGhvairYO83Mm0Jfx/yZ0yigHnQQMLS04Ne6HCFAKTWVdCn5CDbXUL/VKRSQWyHeqI6FLEXKBlm5fXUcLeQWS3kRkVRGKb/E1nRztj4wra/DoUvBr+KuutL+OzmwPbRQ10FfP+s7zZVx5V8jmv+7X8FvDWNvtj20GRtGVHUgqFiry4Y9jBcNE1bYdBfqKWgYagbQUQ7O1nRCUe78l3FU7ZwvPE+/SkxumLl32HDSz7GZ4HGIBM+tbwrLSXeE15Uzk0v1MvXtTq0ztgxjHrnQt3uj4I/QKhiUDbW/2fvvOOkqM8//p7Zq3u9H4dw0qQdFpBDsFGOYgGx52c0WGJiL2AiqBFNjC12o6IxCrYkdkURFRVFEQ4Eka4IIgLX++3Vnfn9MTtbp+7t0dyPL1/H7c585ztl957P93mez+e3v/0tP/zwA01NTZSVlfHLL79w2WWXRXpuURxiKO6TSY54LK27L0R2Jxlu6+8lZYaYnH2rBugW4JcsAUGSuXxJk2lwqvW+ujJ+8ccSF3+k3QdhBSKKqavFKm9LqEmB1jjz7dTjA6S2uU0D9N/rnOf+LDGUUUonU1pkZr0pWS6hMxrPH3bIoAgkdcD1C2VG/iB7iUx8/lvEJa/mig1Kz4XR9bJDu9M1eL7cmeYlaADLC4bx4PGX0JmZHbBdTF4ePR99BIC9N9xAQl1gAKpK5Bdv9dxzAcTYenJylPIeweEg75Y5NmZrjsy2xoBrI8oSR1ZuI3dXNc3lvgc6sXcrmwpFQ7JkBZt7CVSlGH3uZGKcnThzPERSXUXd9K4SPOxYpvTR7Fim/K6FTe8qpV9WsiBxKYr6W5fhOaPFs/XnpcKZbfx+uBh2LpzxZOTJEtgjSwDfvhL4u/+927lcCbyHnaMQAC1SdcMGmPGeIqIQn2rtmOe/DOe9CKlBIkepPZXXi6b7+nNMIcK5C6wT9Q1vG5MlAEdYjjQ+BBPtcIm3ej2GTFM+K48UKSTyjcuUn48UKa+Dr18r+F55r6O+YiipPRWFQSufWavj+Wf7rH4fHMywU6p4gKJLT73T6cTpdEZqLlEc4nCIAnOnDuHKl1ppF9pJ6Pmq6T5WvKQSjzkaISkJeR+JjoiyEgy+eqLQJY8ilUhEAq2x4WVqJKAmGZ6YKpLerGRaBElm7n+t0y+rYWdXTXcjDfUMF0wQmbEkfNLqDz1ibGfsVFdgGaMQ08zwzv+R4zK/J3ZWwGqToLNhGB11xQgxzcidKbhdfYJGkVhamMCyPhO5LDGePxwxmLjcPJzHjgBg24QSkEPlzfVK//w/z6mTJsFjj7Jn9hxkV9cfjuNPFtnYsIvKyp6M2bORK/wEXX4mGyE9Bo6Bo1rbyOvspMLhQNZJc+d3dlLc2sozpOkeTxYF5k8UlexwcAbOc9fzjmnAVyXoWUVdeL21Gn7viqxFhLvirwkLfRZqL0J3oMdRsPX97hnbLhr3+K5DOP0XokMhfiuewnxZyyMsoQb0Rhksb3+Oifz3Oc+HKtHpQXLDopnm23WVyAZnV8LJtjiz4bpvFbXDrpR6WelzKjobHjvK2n23K6ByEPf02MIhUKpoO8NUXV3N1VdfzZAhQ8jOziYzMzPg/yiiMMKUoh48deFw0uMj4yXV8NFH/HDSybbIkiMvDzE9PeyMjPoVeOqqA6fRObEjPClwAVgwUSkBWz5YGaF4H5q87k80JsKDZ4k0OhXi2l2ZLjXDaPVpUbdVyhhlirdKzHw7cs+ahJJV29JbIDZtPQkFr4Ec4/EJ8/1JiEnZQFL/+3AW/ov4Xq/yUvaLTG18iK/zGxAcDtPeQf/SPxVan2e5pWtGOOr5PB7zCq3ZT3Cq4+/cVrogRByjs0U5N9fuBGZXKwGfECwUI8sgy/ypupZjPcQqZBsPBODnYwooePRhYvICA74Yp5uex9eS2is4ZSkr/UTBK63+2ScVB0J/kF7wogao3TI/AT66DUqf6Yaxw0TjXv1zbtijkJbFc7SzA3b7c/yDab2siIoh05QMS6JG7JWY6ctGqfPwz2J0tis/v3sVvn5C+blynvUMXJzFmtRg+GdX1Dk17vVkK218C7uqFJl001IvzLOlap9TSEavAMZcC8sft/aZtTKeP3nTfaYMxj5YcQiUKtrOMF100UVs27aNyy67jLy8PASzRpQoogjClKIejB/0e0pee5Xadu0MkoBAvjPf0EvKipS4DDjS0+n58MO4q6txZGUBMk1LP6dmwYKwfYFErCugRQJ68tSqGltqGHNRz/v3H8r03+3m+M0mql9hQgIa4uNJb4ugbrgNNMXBc5MEUptlklsBQWBTL5AFSHdB0U/7hvh2OIy9r/yhko2zlkuaYhpWoSdI4a8MJ8Q0kNDzpYBSvJiUDST0fClkvPr2KmYunclDJz7AkV9vtjQHVVBDFERqW30r0+GoWwYj+HwESeb/PlKIUujnRXmlYl0KE/LqeIgq7s3Optw/BvX8Pbs/KwMRmF1dy8zcbARZDsxGyTIIIjcX30x6YQlpJRNxrSql8/kLiREbcOa0o6E/YQCNGv4DYaW1qVwJsP2zG1YJQEI6tNaFcdADZyHKi4a9UDoPw7mteFL5Pzg7YJX4xqXA9CftZxXU/pyfvlTIhwAUnhBIsLSyGF1V8Rs0Fb77j/39Jt6lzCsS3l1N5ZFTpdPqc+o1SsksmfXd9JtkbTz/DOEh0NMTADOpcCsS70ZebwcAbBOmZcuW8eWXX3LUUUd1x3yi6ALckvugUcyLi4nh9jG3MHOpkv7XMuA18pKyGmwJgFRXhyCKCHGx7J0zx7sqHom+nwaPdLQWmTErxVI9YJAhs0mbuPnLU+uZw34wUuB8i0G11pzSXDCtNHR/PZJmNr5WgP7vU9uZsURRzYu0ca3emauvP32awMpBvueoeKvEVYtURcJ9F5y5w1hbmrZCmV+4y1JapXKNQZZFoiwz6GeZ9IbX2VsXz8bsPsTnLVT212g4G7nVjfOJmVQ3WGN/tZ6FaEmWuOnzm3hIeIiSwpIuqVuqCFa6G7zLnPR3tsTgGnIbJaOOQ6KZWV/8iWAVGn8/pocqqrg3KyNAACI/Pp2bx9zhVfEUHA6S8jqhh02J5QAEBXYHwkrrh7f4/p1aAMMvhvKN1oLcgafAOjsBdSQ7MSOMtS9aD+yDy8DMZLlVdKWkUnRA35OV/4OhV67WVcnz/uMhOce83ykYi26CvWuVrE1X73dyXmRLvYJ9qXYss0bGdpVaG88fh5L8uJWywq54vR0gsE2YBg0aREsXSyiiiDyW7Fyi6ck0u3j2AenJBPpeUgB3n3i35rxVUti44mt62Ai2Gj75hLoXX+zSarYWPhgpcN4yWZdc6AW66vbzJ4okiAlc/bpLlxA9c6ryarDseI3H5+mb/jBltUxqi/Hx1PGtzlP9SvN/z4xEBb/nH9DKgsSsN6WQ8wyHmJnNU8W7o0LJkpYiYVfnYAWJnb57avVYid2gIJjU4uuRAv/nqgl4mkpnEgscLZo+TXrXTwvBprCCJDNkl8zHz85l1GlJuCvskQu13+6Rk44mtS4b1+GfhijdZWgIWWihM3kI7sIx3P/GZOWFIGbo78e0eNcexrlaWJMQT0VyDrnHXs7w4mtDF3MilRFSx/GuyB4gst0Ne0z8aoKw7j8Q54R2C/1pw86H9f8Lf27djeofbGwclB34can1XSOdUehOn6zkPJh0HhSMUPqerJbytVSbk6zELEAy6JXyy0ZYFQkIZwHCKtltrgBs+mMcAj09gL3+MTOJ9wO8Z8s2YXryySeZPXs2t99+O0VFRcTGBj4kqakWVWCiiBiW7FzCzKUzQ7I0Fa4KpXxm7EMHNGny95LKisui7JsyxvYaG7KtPyk8fqPE9TaOU/P2O4gaZCncbIcMVKfAm2NEduXImh5KZsTifycKrB4Uw4rffMmmYc/R/uDTpDf4IuTg1fNVAwQG75LJaFJW7Tf3Ejj2e5l/zpMMxSfUsw7nT3BXFO2eHy+weKSv9Kt0oMi7o2ROL5UDvlulMOdmNK/auCTmjRzD2pM+820jKfdJa/t9VVisHifcUtBIQBVk+MMHEikaz02Wq5lZb+IVnVBhdP2CEVwqF+gzVsMvr12KI8O6ops63vMTRbb020VbxVASe4ZewVqrUt85OaypWBOyUOMP1Y9pTUI8I1vbGFl8nWLsqhfMRiojpI4jOmDyPeYGqQcyBIshRsMv3TuPfQ5PduCnL+2JV0Q6o9CdfXDq39Oi6TBkKrx9JXwXIdLbUq14gS29Rz2Y35tB2YjuKvXa9K7Sl2YFSbmATSGMQ6CnJ6yyQity/AcobBOm9PR0GhoaGD9+fMDrsiwjCAJu9yEoh3gAwy25ubf0Xs2SNhkZAcGyn9H+gr+XVEdHB4tYFLJNMCm0GhhJQH1cEhkN9abbWoW/uposCpQOFFg1QGDILujZmkJR9SCO+3yF6ThlGQKSLPG/9V9RMOoIbrpSYtDPIpnNPkLkv3ouiwKbCn2/F2+VmPWW+Wp/YwJ82mcI0zdvsn2u3mN7ftohFg3JgfMv3ioxbWXoc+qfnO8qcXmnz/F8VTCMjdl9kQRI6ixFjFEEQayUa4WDhgRIbrVGgNRzlfdz9ZEIpLbYM7e1c/38yb5eVspdV2d5vo1OWDZEoDkRHI46BId2KkmV+s4yEPGIyVNU/ip3fmjp2JUOz/dmn5ON/6ibBm5m0AjsnFn2xwgJLmWIS4L2faMiGoC2BguePQLs/GqfTWmfYscy+31ckcwodGd2wuWXIRYdcPRvI0eYQDFOtpKN6I5SL72sSQg8n9lexbDR2veJF4dAT0/YZYVGpYoHMGwTpt/+9rfExsbyyiuvREUfDgCYrpL6+RkdLAa3wdAihWpgZNQTowaDn/Uazlk/WjSnswD1iW/0U9SXRYGNhbCRJuLfc3OchXFU0nfXh1+TmP8eOAQ2H27t82RltV8GvhoIj5/hYNCuLUy31qOvf0yb2/uTWqP5qgG6UWmdVXxVMIz1fualbWVnkNDzFQTBermW3TmYlWUGQ0DxzmqKheQulNxFooxQb39/hTuVpFu9fq+PEXjtRJ8Ig+5zalAeqz4P3/SDAXuUPrvTV8ucvlqmKgV2/S6e55x5Id99I3+QidNTjPT8rcqdNRPB4TBV4FSR45ZCfVO0EBC42YVOYGcn4B1zHWx4XTu4HHQafHYPLPtHGHPrIoZfZCKpfYD2LUUC4XxAI5lR6M7sRPDYh5+gKPO11ERu/D4nWstGRLLUqyuqhnZwCPT0HDJlhRZhmzBt2LCBtWvXMnDgwO6YTxQ2YcWnyM52ByK0SKG/B4peeVNDnJPHjj6XxthES4RJEhSPJavQCiAFSWbKtg2Gwaxazqf2djic28Bhz4fGymq/ABy/FVb+IFF6hEh9IrZ9o9TzsPN3P7h3xcp81fsXzhzVY1Y7k9iY3dc3piwxeLuTvPJ8GrP3UOe0dnODz9VIobDGryzzD4skW2qFSd3QnxRp+Jvb1hl7TXuxsdB+VkrMyECq9ZW01KTAV0MEzYxkZiNkPfEqd/zlMq7iBWRZBsG8v8rhKRdP8VRHDM8dTp4zjwpXhWaGXpBl8txuhre2wTSLgYsauC28zp5XjV5gZzXgHXsLjL0ZSu7QDy77nrx/CNPAU6H36MirtB3QULMDJwA2rrkzO7IZhS5nPbWgk/kQHTD1UXNfKLvjW81GRKrUy2oZozMbTn9YOW5HmF/mB3lPzyFRVmgDtgnTsccey65du6KE6QCB5VVSi9vtC8hut6KQVVlJTE4OzmNHIDj0v9T0yF7pQJEHzwoVQ2iIdfJ2vxP438ASJEFElCVqnOlkttRrrmqrBGbBeIGZ71hXJdMqCxy8SybHRBRFAD45WkASBOROJ7HpaywcLRBWV/sF4PeLZUqPgMXDBc7/qntXc9XMwIpBSr/V5l4KubU63wUlAjUpAkU/yZyz3PpcBeCZEccjebScx+xZH2BcCopXj53yOX+BBj31vwUTRAbvkonthIfPFBn0s8TUUnBa+PvZ1exQpwixYcabVrNTtQnJgIfMWxVM8dvO6n3PnzOHmLw82ivKmbP5fr7OquGZx/UzkjKQ96/3eei5B7hjxT00tFWa91fFxwf86hAdzC6ezcylMxEQAkiT6r10c4uAw8j0UktKd8g0iE+FF88wP/ET/6QQGb3ArtlCI31qTzjpJuXfRsFltwTPRvALfINNWJvKAxX4DjnIMHyGcu4pPayLBxx5XmQzCoZZDCuwmflQfaE+uFkx/LWNLmZWIlHqZTUbMuWeyBCag7in55AoK7QB24Tp2muv5frrr+dPf/oTw4YNCxF9OPLIIyM2uSjMYbpKikCeM8/Qz2hfouGjjyi/+54AOeGY/HzybplD6iQNLwOMyV7pQNErhuD8aTxVQn9P/4ovJJYEkSeKzuC20gVKCalfQKf+S+23+KgylkkrWkEyLhcKzqCAMmxavRNFbcwYezO6Fi5b7eECJWMzeJdMWZa9P5gS8Nrx9kiW7MnSnb5K5vRVSvnU/Imi5fnWpAhsKhTZ3Etm8lo3yQbKf/549USBFX1yoUEhS7eVLgjZJtOmOa0amEupydTJLjIbfeykJgW2HAZ/WCwF+HFVpcC80+CyjyDV1b1iElbIkuz5X0t90Yg8SkBVYjqr22Yj7NyJENPIkWu/A74zPWbizxMYPTKdLY2fU5tsTTkrJi+PpFHFJAFnDYsn/+83GGbrBKCzrIzjylP5oO/dLHvjP2Q3fmx4DHdFRchrekqdeXFp3DzgfEpGXK0fuBhJ6Q46zVogMc5AREJyw0cWms4n320tuOpSyaBdaAS+/sHs+tf3wRxsICYROiOs/rv0blgzX8mubXzT2j4DT43sHEA/i6GX4Uvtqdw3CC/zoRKALx4wVlUcfY1yXQ60zEr1j9a2S+lhvo1VRLqnx8wTKVI4FMoKbcA2YTr//PMBuPTSS72vCYIQFX3YTzBcJfU8sEZ+RvsSekazneXlyuuPPkLiuHEh+5mRQlkU2FCQTrNrEnq5g+UFw9g7cy69X3k6gKxVBzWnT1pu/EfTq/5VIgYKMnimVdF+PGDe/FmbkEx71Rjic5aYbquFzb0E6p1Kb4cVqMp6VqBe4Ueni0iAW5Bx6HAmCcXXZ9lQOG11aEljZqMiYf3QdNGw50ybhFojeDXJSlmcvCsFUZa44ru3vXv7Q+2V6rRhICsAQkMTj/9GQBZFMpogv1bmlFKZEzR6wjIb4ca3FTnzaSvlLkmoG5UCWjUr/qYfHF5BiBz9/InKrLRKWtVn/OlhZyAJMeDqhyhLjNvxlqV5Vwn9uWXQhdS6/sgNW16n0vkiWS6X9idTELwiDCoyYtM4dZU1kr77hhuQ6uvpY2lrbQQrdVrysLMipdvVQMJyaZANYYgh02DMtda8c+yUzAVvaxb47usSndSeUHR2aI9XYiaMugLSC+HtP0b+uA17rZOlxIzIrsQHB83XrYNdKwNNWXetVLJfzZWQlKOQAH+D4vhU2Pml8vj2OVHpU/I3Xg0OysH3WuEYOHcBfDhH+zne+KaiAunM6p7APhzSsOldC9L5B3jWxIonUiRxsJcV2oBtwrRjx47umEcUXYDuKqkzj5uLb95nkuJGxrmGRrMe08jyu++h8KSTQt5WSeGNS28MeU8liW3lUzErtHJOmEj/y86laVUpd70/i59i671KdFYlk6viU3n2uBGs6fcdIr5yL7kzjbbyqXznHEJlwgqyWut1iUG1M5nVbbcQK35gON9gqJdOEBSS+OwkkZlvS5YC8DqnjCALlkvS3h0l4BYx7AlRA+tnpwjMWKJdyqiSlBmfSCwoEZj5ViiJCJagBui/7jhSWqwpZ700TsTtTsft6sOwqu0BZXjBELFOlvyR7hL4aqhCqs8zMAlWz/f4TTIPTReZ8UlguWhbSjwJjW2WjmlUCmjVrPi9USKbe4XK0avXWauktdrpZF7RuSwvGOZ9bWjVdtItqKzVxiVR3XcIIwozOPkf39LeOoB5RedyW+kCzfsuAnm3zAkoyW1ctZIeFnvBpPrIqF/6K3WaH9SilO4N67sWSNhpqLYaHEpuhTQYITETznleGUMNsKt/hG+eDywtc2YrJWQDT1WC75+/VlThBJTeHaMV816j9l0P09Cz4Oxnleuh1+O1I3KiQIGwUQI36srIkQW9oHn4xYr6HBhnNbT2X/eyL+jWej8xE5ADe/dSC2Do2fD146HHaNgLr12sfEaGnRPmieogHNLg/VxbwIGaNbHjiRRJHMxlhTZgmzAVFhZ2xzyi6CK0VkmPyj6Gb3bW8863u8lNSaC4TyYO0er6tj2YGee6Vn8TkNkJgSzTWVZGy9pvdTdJi0+jvi0wQEqLS+PWUbfxl7d2UCd8i9SZgtvVB//QTADy05TzF0SBLYfHsKh/Y8A2VpvT4yQ37pbeNG87BYdzB0JMI3JnMiAjxDQjJO1g3pHTuK30RV1iMK/obCRBJCZN/1y1ECxIuXKwyKoNEiO36ZM8NRtx9fsy2Y2BpYha+7TGwBOnCTQlwsy3TVT4BHh4ukBjohAwdjBUxbXGRIEHzxI0DXi95rayQj5TqnoD1gjTN/1FOipHEpP6Hbl15iVjYN9ANr9WtkyqvefrhKuvcgSQlRt+9zhxF81GqKyxrKjnj5oUpW+qKUGm0UN+jQQpgstGg+Ff0prRBDVJsLlHAo3bhwZsl9lmTU/8s17Duf2MIr7ZWcveeoX1LC8Yxl3FM0J7yhLTSbrxTyGluBkW1a9tqQR6MlkRgVUp3Z++VLIGJXdqr+CbwWoWpvpHeKTIODhUCdWOz82zVi01yvxi4gID6pNu0g+INr0LH/zZj1D9QznXU+7XDtB2rewaWRp7C2QPVEoWzc5n45sw5AwYOl2fJDTvZ1GkxEw44UaFuFkJOI0Ism7QHGQ8rEcgzILuMdfC8sdD39dSx2vYo02WAF2fnq4iXNJgNaM7ds6BmTUJxxMpkjhIpcLtwBJhevfddznllFOIjY3l3XffNdx22rQD8EH6lcB/lXTxhr2c/Pzn3qAFoEdaAnOnDmFKUQRrb7FmnDuy0tqqemdVVchreuMD1LXXcdfKv9GaXU+C5zWpQ8n2dDYWeQOquVOHeMlieXPoyq3V5vTUjmZuK13AXcUzWF4wjJiUDTjzX2VIWR0ZdUpQvP6EdO5JHMflK9cEBIjVTifPjDiR5VlDcTh3eP2BwkXxVoUs6UElBSmtQNCKvVagKQPtMTDjE5lsC9fDISskKN3itTv2B5kXShyaBryyKHgzaG3lU6mJTzAezH/eUiLxuUppY1OntSBs+WA4frO1oFsGJqyV2dIz1JzYCBlNod5ZV3xxDf/Xt4NpNuOzD4YLrBwkkNIiM2NJ4DyCz0H9ff5EkZE/hJoqV6UEGiIHzxEaiHHuoNPVz/tKTXyKpXmOuehMxhX14J1vdwe8vrxgGCt6DGVo1XYy2xqpiU9hY3ZfHj5yOMcGjdGvzwh2Yw47ZAkUOfGtrTZkDPVgNfPz2u+gpc73uxqgWg1WrDRUJ2Z4zD0NgkMIXW03g9Y56gVEm97VVkZr3Ku8ft6LoQGm1WuYmBGUsegZmJ1LTLcmrvH+LBg8Vfvab3gb3rjM2ny6BQIccyE8dpS1jIhZ75xVSeyGPcr9GXuLTzTkpy9h4bU6+3te+/qf1sa3BB2fnnDRFdJg9ZnM6me+zf5AuJ5IUViGJcI0ffp0ysrKyM3NZfr06brbRXuYDgws3rCXK19a4/eVIeFw7qBKbuSaNzfymHwWpw47LCLHsmqc+2avv1oaLyY7Gyp8X1xG46uobw/MOgkx9ST0fInW3ReSIx4bQhJr20Llfq3296glV39c/w6rB8ic0PQSl7wdHJDW8HzJ5/z+7AsZUlFObtxX1Ke52NyrDVn8hKSO1XQ0FFk7oA6sZDsEoDUWEvR8aTS2T22196fQTm/UiRtkXhwvawToCmQpgY7q40Ho5IeBO6haJ5DZJOv3PHmOK4i+vjMzfy418/L4NAfVqRKnl+r3Z6kQgOwmGPqztfNUoXVdjt3SqSmVbYaVgwSSW2HmW+b7CkBzHAz4RWZaqbYs96w3JR48Cy9pChkjpjGg82Zjdl8qE9IMS03bMtI58ewJAOSmhBJeSRD9PLKU76SfWltYVdbHW75b9+Fidt/1V8OSUVuZJRRBibxb5ij9kYtCTbFtw2rmx58sgS9APe4qpYzNLNNk2lCt/m4QHC683kM4bD5zVhvfJTe8faXxNm9fGRqgWr2G58xX9tPLurhCF9g04arSDhQ3vQuvz7A2RnchLkm7p0wrI2KWPRlrIeMWjKV3w8qnlH9bkcLvjjLKSPn0dIU0HOwS2b8yT6T9AUuESZIkzX9HceDBLcncuXCT9+s0JmUD8XkLEWN9pGL2qteISbmdSYdP7PLxrBrnbuklkp6fT2d5uXYfk6dkJvGYo+FDn2iC2fhaUEvXCvp+xJJzZxEXozzmao/Vsh2h3fpWjHBViEBuSx3/t+NVzl8e+nnIbISb3pLgjNcoHdHBNkDwU+0TYuqJywzP2d7T7mXZhykxDHsIO8GomiGyIkChqvVpkSUA0dFKfO4n3t+fnyhwk0HP08vjRU4lsFTRyJ/LP/MiiwIvj3fwn5MkrlwkcfJGGydtAa0xCqkVJNnbL2S1pM8fKsHb0hP+OU97X61ep6R2vGRJr6/s4o8lVg0QAsRLVJw7Kp2P1m+ktiEBt6sPkiAy78jpur1IAvDEuAZ2vn0qs4tnM67PBHqkJVBW3xqycBOTvImYtG8RY5p5dis8u1Up372kajDHPLrE8NrYCfvbL5pG3wnTSR5ZjOBw0BGuV0owuirPveJJ5X8rPRWJGXDclfDd/8DlpziYWqDIVhs2qMvhm4h+M1/JOphlw7Z/Du0mKeb2JmW7/uN9r1mVI+5zovEc7ASvwb1eSTlKGeH+hu71C8qIgHn2RCU+dmHHM6w7ECkS0hXScLBLZB/shO8ggBU7kigOIpTuqPGW4cWkbCCh50sIMYEZGEmsY9bnM1myMzyFNn9YNs5tqybvFo9EbnAzjuf34OZvO+Nroba9gnVVawGlrG/yG5O59MNL+bpqYci2aqBtTZdNwalrlOusFZDKwCWftiBKst7pIsuCZWubgLnK1ksIuwsy0JDoK6dbNsQaBbAz71WDRB48S6QmqBqsJgUePEvkm/7aX1+KP5dIc1CSQwAag16TYkQ+O8ra1+DG3gIui12fCZ0w978yTzzppnirQnRUkmuHLKkEb9BuDPfVet2oR0vtsxq8K/QBFAWRhb/Moy3jRZyF/6LnkQ+Rnr2Frz29SNUJaQHbq/ejdKDoLcP9bNcnzJ06xDuPmJQNJPW/D2fhv4jL+iqkHLWiqYzezy3RPRcV7sxsDnvkYWLy80O/RzyQUMoOLyp4nzN3/YVPfvnMYMQwoGZ+TGdrAjUrsEmjzH3Tu0pf0oLTFXLlqlZEFo67Cma8pwhKZHZFG9AEjXsUYmGGb/9jbbwvH1XIigrDa6ihIii5lf6e9a8rP9Wxeo1SlNysQO31WnC6UoL3wjTr/kj7DX4ZESvZk/1NfGxDUMosI0VC7JCG4GcK7D2TBxpUwmf0VyKS1/pXCFuESZIknnvuOU4//XSKiooYNmwY06ZN44UXPG7rUex3VDSqNfoS8XkKMdAM2GW486u7cUtdK6G0Y5ybOmkSPR99JKT5OiYvj56PPqLpw9RVw91KV6W3Byo4UxX8yKqBdoPT2tipOg334BeQ/qL9uRAEEAT7nxn1XtrxYeoupLTAyB+Uc1h9hLXA0e68SweKXH2VgzsuEHl0msgdFyi/65WSqRiwWyZZo10luVUpR1NJDPiyi3q5czUA39Rb4KtCe/Xravlb8VbJNsn1JyLdRZDVcQVJZshOieM3Sgz6qRPBz4essaMad858HCkb+LpgGBdPnsPc81J5RON+qKWz95Xex8QhuTx14XCy87ZqLtz4wyqZfGjE/5E0abLu4otKMlXj5MqmcmYujcziUABUKd3UoH7QxEwbg8jK/+/dCN+96iMCatlVcHDsqoYVTylB8Zb3lcxDd8LKan29xTrVn5YqZMWfHOpdw9SC0DI0f6Kz4HTl94/+ovT9tDWYHz8xU8nG2S1XO1DQVH4QkDu76AYSYpU0uKq1nymw9kweiLC7CBGFbVhWyZNlmWnTprFo0SKOOuoohg0bhizLbN68mYsvvpg333yTt99+uxunGoUVqL0DDueOgDK8EAhQ11HJvJUfc/XoKWEfz65xbuqkSaRMmKCo5lVWImZnsqWXyA9t1eSUrWJYxjDD8QVJ1pVI1kJWYha3fnmr9twEX4mbitKBIqv7wdP/lEhp0e+DaU4gwLBUD2aBbkfNGGIzv7ZFngTBE+QnxZPV3Nat5qi6cyCwrMtq75CZalvAMYLu9fLBxvdaxajNkm6fkFY5miQIPF8ictNb+p5Eb5+WxYX9r+OxofFM+HEOArKl6+5/vCdOt7Y+9foYgQ2HCwHPdncR5NpkRTzESBhC7UXs0edDOnYOp7LjRzYXutBbb1PLcNdUrGHikOE8sHkRrSblmlYJoVRbQ+mOGkZPmgSPPhJigh1qnCwxf6LIvc57OWHaCdYOYhVaUrqS25oIgT9cVfDm5cq/UwugowXzvqQwS+3swMpqfVpv2LXC2nhaPTlmcsRGim9WvKSA0P6vbsZJf4LWeih9JnJjVv8IpU9HbrwDAd3h02PFSLXobEXO3Ego5YYNB6dE9q/IE2l/wDJhmj9/Pl988QWffPIJ44LMRT/99FOmT5/OCy+8wO9+97uITzIK6yjuk0mPtASqZGtyXs+v/I4rRk0OW248HONcweEgaVSxR4r8L5Rv9a1kHuY8jCvirggY/88j/8ysz2eZBnb+UImaLMuGPVDB2TdZVsq0/nWKsann+8cK/OZL8z/CZoFuZ9NQ3C2Hk9DzFb0KI03IosAzx45izudfWN/JbEzPT6vT8C/r2lQo6vYOafksmcHOvfaHIMn8/iNjb6rAeQvInWl8kTyV1mI5RPq6NSOVX2acy12XXs/4B79AElx8UXAkJ+9ZZ1l8QD0esmyJVL52Yuh12txLoDERklu6VAQWcqyUFllTSCJYGEJGpq6jkn/NSGPlz/k8u9X8GJWuSss9iFYJYU18ijeLri6+rP3oZT55+V5OWy3rGic/yF4W9FtAPvnWDmQVwcpxkrtr/U2mGRCrfUmeYDExMzzRB2e2dulOsJz1kefDhlctDqqjUqanvmeoeGYRqjGtqRmp0Rjp0GxgiRGyfUb4xwqBqoRoZf6eHhtZ2jfZqGAFQys48U+QO6j7SIhZ39+kuxUpeisqevtKSS4cg10j/Eo8kfYHLBOm//znP9xyyy0hZAlg/PjxzJ49m5dffjlKmPYzHKLA3KlDuOZNa13stQ0JyoptPxtu8UEIxzhXTyq8ylUFcbB011Im9p3Ikp1LuH/V/RRvlTRNVLUUv1SiNr33VXy01UB32w/tNaOR3UnEZSulO0p5npapZzILprhYNUCgZJ3bMPitSxXZ0ktnFd7jN6R6RrXuhoSe/7GVaVrecyj3FBdyc+lLOHSCCvWKWcltqOtxdlXI1OyA3jXzeQfB8Rsl08yg1XutllTKfhMevEs2FZ9QkbRrNC6O9N6D5QWwosdQ7ijs4Ju137MzrpZNPZJxV8SRet+nDP5hLfcFESo7SHcJzC8RmGWQydIjlSN/kEluCXk5LKjHWjBBZMYSbSEJPWGImtYqxhzexxJhynHmWO5BtJKhrHYmszG7b4ACn+BwUNY/k+O2mgtczBzwDLdl3m5pPoYwCnACVrj3I5xZcPrDyr81V9tNcOqDoQGWlpx1Sg+ISYBOq3LtNqSNrfriGCE2seu9Xtetgz2rYMt7sHKe8baCCB/e0rXjhcDKffMruQK/568bM2v+CoZN5dbOu+/J3UdEtJ5Pf3PlwjEHnvR2OAa7VvAr8ETaH7BMmL777jvuv/9+3fdPOeUUHnvMaoo8iu7ElKIePCafxc2lryI76jUzF/4Bu6/vKXxoGeeqUsHBMJMiB3j4m4eRRZmbPr8JJIm5OupiqsCCf2CXFptNa/np/OOtOBzOXTgLA/fRKuvrbCxCcvUjzdGLtMMWUe4q95p6DtqRRPKeo6mUh7C1TwPxvZQVVbOMinz9JUidCzSvlyDA1MOu5D/blD07G4/0kKZXvO/rQbl3qYDM14Nk7oubyJwvP0LWmcfnvfsx9mdrMsHhZC/SmmUvEVo1QGDVgECzVi3vIN3MoIGSnH/wu35gEm1N/SEj8FrZ6fWpSUwMec2ZEMtfazcRP+o9xNh64j2vH7MxgZtKu9ZIVJsMG3trk8rOJJnHJmn3ZoWjrmcE1Si4KQFDpcXgTBzg/VxbLcOdt/Jjw7n4fxaXHCVw/pf6qohPF51JXrqT4j6BfUL522pItHAeR+yWIVP5/okl1nBeurAS4AyZpsg7dyWr0VVMucc3H60SHSOMuQ6Kpge+plca11gW+poVWOmPioT8ccPu8ExpUwpg+KXQAOwqhcOPg7f+YL5fJCW3ndlQ/Adrz5FKkMO957agoWAouRV/pu5SmNNbpFBf37pIEUcJhtr313u0j9xZwb6Q3g7XYDeK/QbLhKmmpoY8A6f0vLw8amsPNoWWQxenDjuM7a6ZzNs8N6RPx98gFERNz5Rw4G+cawQrZToVrgpu/+p2ZGSGmEhoCygB0SMZf2Bz3hE88E4HqnuP29UHqSMNIUYhjpqlXski84Y0sbwA/jbx/5g45Hov8UuPz+Lq52qpzVbEMRySj3gYZVSS/nQtraOOgKXahAlg3KBclq4VvdLLCmkSic97FyFWu5FZvXeC0Imz8FkAvu0JD2Qmc/ESiRyXL71SlZjO08POYEWPwQyvmENKq7W+G6uQAUmAiz9R81I+IrTyCNF7va2UfKkwk0tXg98+O5v5sfD7kPetlnbVJ8L2Yz7DKS4NMDpujVtHQs+XArYVJJlLPlPIUrjXzy0oxFEQYOURIqV9nIxbN5h+9TJ7EnJ4I/NkSN5EghyaZbQiIW8FjfGwqFjkzTHKwsLxG60FdxlNgSTIahkuiLy41IGU4/v8+UPrs9iQoHxXpfhl02pS4Jnh41iecRRP+RlQq+jTmYGVgqkMjzDfusp1jDpslKVzD4CdAMfE3FKWwFUZR2erg5gEN86cdoRQrhw+Uvya1gedpijJ7fxSmXqfE5VSqg/nhK7Gn/YgDJ0eOJYVM9DEDHDEQ5PFUjAr/VGRkj9OyjEvk0zMhHOeV/rJqn+ENfNh2QNw1DPwyrmQkBRY3tXdSEiDmZths4aCohb8CTIElmVtXRRanhY2dMQDrPQOhSs4oLdIUXQObHjdPGPkX2Z3oEhvd8VgN4r9BsuEye12ExOjv7nD4aCzszMik4oiMrhy5JksWP4TrpQ3EfwEIOROJUB0NxbRIy0hZMW2u2G1TKe5U4lwrGYNjnH05dalscj4K/+JtJVPJaHnS4zcIjHrLY1SryaJW0tfpGJWP8Z6DG79id89ZypGwBBKwNQslLpKXpcsUDMwn/fO+j2nvnWq7lwFSebNV//KvemX8+C2WjZm98VtIWKS3U7EGBeyI7DurHRIK6sHyfRdO5m02kwaUpsQRBdprt0MrUrgiZEnMXvZ57bL7XTn4fmp2zNylpJtspIt8i/5snqv9bZTS7uydBTX1Ok+O8V3TJ/R8QXE572vvOa3cyQIiyArprMPniUpBDGulfdzh+NOHuDbSCfLGCmFvOQ2OG+ZxK4ckdKBgmVyme9ZB/PvRbRShvv1j9WU1bcTIymfP/+FG72yy2SP8uT/ThQoyxCoSUjm29jpZDpG8tS0oQEG1Cricq0FN7VJys+qFotmp/6wG+AYBFwNuxIoX5NGZ4svEIpJdJM3vJ7UXl3N9gsKWZIlRS65+kf45vnAnpZ1LyvBrdXGdkty1jVw8mz4/F7z+VnNNHTV70pFSg9PMH+R/jYtNYraniMOlt6jHE/0W0jcl2QJYOpjEBNnPXBPCf1ceMuyCsfAgMmw6l9KWWFXYCQe0B2CAxER/fArsztQvJYOtNLAKCzBlkrexRdfTHx8vOb7bW1tEZtUFJGBQxT428T/48qXBuBw7oCYRuTOFNyuPgieDMxcjRXb7oZdqXCrgd22znivB5U/OhuLaN91AZd8rGQO9IL3mKceYXHx8Uw56rCA96cU9eCpC4dz58JN7K1v9RIwNU6SRYFNhYJ3df2h42azrmqdbhbNt7JeBdzDfUCNM515I49h7aBlIdurWaX2ygnEZqyCoIwhKL9LosAPR3/NqK0SMz9r8gvyl1DpdPLmkCJO/nkj2U36wYdV4QcJAVFDKc6fCDXHCZayRYN+ltl8uDJSfq21wEjvmfA3rtUjh++OElg5yE+ExKOWGJ//Tog/EESGsGgRxISer9BWdjY54rHIskxZQ5tflnGhd5EjUgp56rWY+UEc7087n5ekl6hKhqwm/fstA5PWCZww54GQXkSzMly11LezsYjW3Rd6z8lK2eX4NXFcNvViOlr7ceNJg7hmfH/d7ynnsSOIyc+no6xM8zxUgYvveyrvZidmG10mbdgNcHQCs4ZdCez+KlQUoLNFVF4/vlYhTYmZEBMfRvO+rPQTvWAQnNot+bFanlRq0t+jwmqmocv9YEHBr6FIgQAf3AydegqF+xBjrvNl+awQNSNvHa3sTLgYe4u5mXEkBQciIfrhj6by7s2E2Z1LJLeLYp/AchHAjBkzyM3NJS0tTfP/3NzcbhV8+Pvf/86YMWNwOp2kp6d323EONSjB/rHkxA6ls+Fo3K5+gEh+WgJPXThcc8W2u6H2QAgWcx1mPjkIAjH5+ewpHKg7xsCfnGQ36auniUCWq44nH3uDxRtCg5QpRT348ubx/Ofy43jwtAu5YtCdpMcHEr/U2Gz+OOhOxvWaoJtFU1fWs4KIRGZLPXM+/4xR30sBZEiQZIb+LHH8Jomjm77E4ajXjW4FAY77sYmb3m0KGT/L5eKsTRv41/Dj+d+IwV5xB39IOv9Wf5eBhSPimFc0FYeBrLZKhIZatGhRS6WKt0qct0yrKyZwHlVB8uT+HkJDdiqE5MGzRKqDDG/rnfDQdJFXxooB2wsec2EtsgSRIyzBZrGCo4WEni9x5vHV/F9xb+92nY1FNG+7GdfOy2nd/RvWSpfTmZUdsTBObGnlp08XIosCnxxj/CkUgIwGN6Mr0zXfV8twT+17KiPzRwb0LPqX+qrn1Fp2mqnnkgjkNLdxfG088y48lutLBhgu6ggOh2J6LQiaz7QqpoGo/Lk7KucogzPWgd0AR8MTRZagfE1awGs+KL+Xr01FlgSY+ijcuBEmh9EHZaqi57lKi2cHmsnqwWqWo6XOfJuxc+xlGtSshdOuKFFQ8LtzuYmim6yY9e5P49e4FDhnAUz6m/K75FbKJs0w6W5tg9+lnqxaRPqYBFijX14eADWzNeycwD4nu4iE6Ic/1OfYqv9Xd+JAKQ2MwhYsZ5ief/757pyHKdrb2zn33HMZPXo0//73v/frXA42TCnqwcQh+ZTuqKGisZXcFKUMb19nllQY9UBowT9rENwQrrKLvFvmUJWWpDtGZpu1mqqjKrex+NEXOP6ysSSPPBbB4fuyd4gCo/tlsXjDXl75JIWs7dPoL/+oNPNn9qOxtR//+E7kpU8/5cKxNpv3ZTlEvCK0x6PZUFrbysr95Wu/5OqrHPzcM5lrlokk1vp6pWqd6Tw98hhiMz/nkiWhfVnPl4h8kXwBx2/usHIpLaMu2ZqwgZoxClaSe/BZNznVPorXkAAfjBS45gqRQbsJEPcY+YPME0+6dQUotARBzBTc7MJrFus5hZd+eJyGH/5M4Ogiblc/ctMSmHvOEHqNHsSe62+MWEnlkd/UsKxnDGUZ1tTTOisrkd1ur39aTE4OzmNHBHw+glHb3I4ogM8DV6Sj9njSOj4BzNN29+TV0cOzoOOWZMPvr1SPL9POv84lpqrO+3qN372N95ynlhCNKcIJcIJKlFyVcQFleKEQ6HTF4CqaS5IatHVbwGSj5MdKGVNihjW5c5PeLk0MmQZHTIGHBis9RlaQWqCQzcQMhTxUbrF/3H2N9qBVBKuEIclDJiOZTQrBfigRi1h2RaPMbn9Lbx8opYFR2IJlwrS/ceeddwKKH1QU9qEG+wcK9Hog9KAnsBCTl0feLXNInTSJYkmmR1qCV0TBHzXxQekGHVzw/RL4Hn5ZNp+Y/Hzv2CoWb9jLi/cv4N4geenKhFXMO3I6ywuGUVbfygPvSOQVpdLs9hESq4IGg3fJJLfKlmXUwxm/dEgrFw+SeTTraoY7+hCTk8OA4cP572vfsXhHIasuf4chZfU+4pCbRt+NxRy/q4P0Vm1BimBsLBQYu162ZGZrpU9I7W1Rz3vENgmODS2ZS22F85fJnLpa5ulTRL4aqmxvJlf+7iiZ4zcSULKokik9wm61hNEfwRkrOaYOh3M7ICD4lc1eP2EgxX0yqWpq4/MdGxigOVp4SGjXnose2nfuZNuEkgCT2LbMdCpnXEtyyeQQArN4w16ufmWNRiggUtF+PPCh6THrXniBpGNHsLxgmLccVkWPtATmTh0SkCFPnTSJogkTWPb+M7y/6kV+iq3XlK9XLQtswSTAkT0BjhAc4PgFZp2LP4bPXjM9VKfzCN8v3b3CbDUoHX6xgVqbbN3rKNzziYlTVOA05bI9pH/sLQohS86D5upQUYtIwZltnbjZxWszQF6gqBRuXWRtn6Zy/V6fSGNflohF5Nk3KLPbn9LbB0ppYBS2cNAQpnDQ1tYW0FvV0KAEeh0dHXR0RHaVPAr7OLngZE6YdgLrKtexqnwV8zfMJ444AO9Pf6wbCDMHyIyqTuf87MkcOfAkEo85GsHh8N7P208byI3/+xaQEBN3IsQ0IXcm86N4OBVpOWS2NhiKAfi/566r4+c/30yBLJMyfjxuSWbRvP8we91/lff9+vky5FbmrPsv/4gRWdljiFJu2HAs8UlfebfJaZFwx5srk+W4BM5bJuOO1w7EJWDGUmhLFEl3Kc3s3/cUyGmRrY3fIpIgiOCAP9e9wF0n/I3xvY/h481lLNm4BwdDad85mPWJOxEymxi5s4rH319FVutS7xgd8QkIOmV5Mkog/mNvB18fKXHK6tAcovr7S1NE4kTR8rWpzBaJR8kEXfBlDHXHghwfj1ZhUaIEN7wP/3SIrOkrMONzt+E1Pe1b5d9uvzbN9HbPGNNEHj0XfvupRKYfQWuISySlXZF0MyNN6nXZ3stBfNDWsYe9hujwEQKpM5V/rz6FeUsHI8oS8z59A3d88F7h4/tCiCeG7b1kKrPcHiU8DQgCYmoq5f/6F7IsI/g9847mFvKfvJ+Hvvua2b3PYPYpgygZnIdbkrnn/Y3EOUIL5ByJO/kxNYfKjFQyXG3G5yMI7LjnfmaOvg63IBLv8I3T4N7ETe+Vsr3+aC49dlxA1mj0Kb+nZWhfbv3y1oBvEfU75Y5ldwAwttdYK5fKh4n3wlt/9PziOzc1g/bX1os4YcNeSgZrBHqHHQdHx+KOt6B6lpXl+/tUMBLS+oQv322GxFww+lu4ZREsmav0UvmLIAQja6DJPD1iFAUjjY/nj852pQys7mdI7w3DZ8DZC3zzUZFSACV3wKBTfXN+6wpChBtsosOzb0fAGAJc/a3Sr7XsgbDHNsSbf4Tda6H0OWvzj8uERTNB1O4vjyjMnpdIIhLPfnIPOOa30NEO276AXsXdQkLUz6utuHLAKcbP84BT9t21/pXD6n0TZFnu5iWJyGL+/PnccMMN1NXVmW57xx13eDNT/njllVdwOp3dMLsooogiiiiiiCKKKKKI4mCAy+XiggsuoL6+ntTUVN3t9muGafbs2dx3332G22zevJlBgwaFNf6cOXOYOXOm9/eGhgZ69erFpEmTDC9KFD64JZlvdtZS1dRGdnI8Iwozuq33aemupdyx7A7+nP5n7qu7j3aUuiG1Lf3uE+82XRVeumsptyy7JbQvSlbWqI5cNZqLV68jy2JZmYpe8+axYnsVPe+/zXTb24+7lI3ZfQGJgqFP0NheDYLSp/Pgs/qr+WoG4tUTRa74wJ4Bonq2TQk+aWa98Wf93uGT1JZkjtgt07MthW0VZ7E5qw+SR95clCXmffKAYVZOFgREvzWXmmR4ebyS0bFyrupcBEnmwX+5yWg27mFS9xn1vcwfPollx6230OfvdyOaqHS+M0rgjJVdWxu651yRrb0CiwsldwKC2IooK9cxoxly62TGrpPJ9NOQUK/LN/0D9/f5aoUeT5ZBdqdyzLLx3Lj2dVtz1cqYqq+90/cE/lNcSEKP/3mPPWKbFJI968zMJu/cs6h++hlbx65LhiVHH8F/0pXyqZjkzQHHUvGbz9xMWWt+Tx4+5jy+7Hmk7jjKeQre74c15Wu4+pOrQ8aJI46b02/2frc8MeEJhucNt3VubknmlIc/o2fzBnKoo5J0vpEGIHkKNQUgLzWBD284SfN7svHTT9lz82zlF/+1Ss8JFdx3Lynjx4ce2D/TE0mk9ICSO33ZGRWSG548zt7xLnhNEU0wywCZ4dO7YKWB4t6oK2C8zvfwzq8V36QIoENM4ONhjzFx/XXESl2Qe49LgqFnwdoXIzKv7odOidiZTxvfQ61nNDkfjrkQMvtAUm54GR6tcVMKlHLXTe9oP2vgyQYHf79YPBeb6Ojo4OOPP2bixInExmqYYktuxQC5uSL86xBFt0GtPjPDfiVMs2bN4uKLLzbcpm/fvmGPHx8frymDHhsbq/1QRxGAxRv2BvQOiLLESa2/cOngFEYcc4Rp07ddqH0FrvUu2mmnDSUIznfme71djOCW3Nz3zX20ovHHzSMdXXrMWj5P/hNDq34is62R3g1lXPD9J+aTq64mq7UJhwX5/JTmBtoyBMDBOf2uYN6W2xUPGhEWnCx5Ja+1xCvEqy6lc/c7ONrs18hLKEJgjjZCxld7bxacJtIqKgVsgaISLcA8Kp1OnhlxIl9mTWBY5Q5y6809s54f66QhpYU0l6JEVxcr0O9nAoQYtJDTBn13iWwqFEGET4e6OX+ZcQCt7lMVLyO2KeOLbW2m90XqFHC0dY0wpdQLtPUKet4dnuMK8F0v38uvF4eKRwT30qj76UIAYiqpSf/J0nNnBjcCb/Y/mecGngL10CadS3zeQsTYepb3h6/7ygzakUTynqOplIcw+8/nUbb6NRJsHjujDc77ZD3Syf/mhYxLicl5hzbaQkjOqr4Sp60wXxiocCTR5pZ1xwGFMN3/zf2MP3w81S2V9NvZonvt1e+W6vZq238HVv9Yzc66dvJECTcSnUi0SQL++ps7a9tY+0ujZs9o5uTJxAgC5XffE9APptUvGYBhZ8DQ031GpCueJDSwDQP1P8EbM0LVwXasgPod9sZqqVCU0dR5Wmmml9yB2/Y8FlY8pkgK6mHF4zDhVqWvSWsOVsjNiX+CnCNg8RzTfqRYqbVrhGn4H5QgfvOb+97PyTI8z++Ya0PNYFN7mvsobXpXeY5C/JJ+gs/v8hurQOndsaNE5//sBz9TE28PfR3gkSKQWnQGFODjOcqYXSEt/s9uYi6gE1vqGe/avQ5RdBus/h3Yr4QpJyeHnBx7njxR7Bss3qCYtapff2P2rOcKVejgQ/gZ7T/ydpW0gjG211gWrV/EExOeoLq9OsTbxQhrKtYYCkgIAooPTNJO1gv9ARhWuc0SYYrJyWFgdja/WDiHmvgUBCA/LYErRp5Km2MHz29UVCbNxCsGT5rEcR3XsXXhWITKWls9KyKQ2qIII0z4Vg5RufNX19MTQMhyubhl2Yf8b8zn/CKMDHlfCxnlhzP1m01+x5NpsNg64C/YYFWxLaMJ6pLsZTnNBCisIC3QKxhZBlHWJkaqN5cdaCn0yaLAj0etoOpLgcwm2fbclxw2nObYRPYmZfJ+3+PpFJWv/MykOGobi2huHILDucMrNlHa3gchWyQ7bytzv7uIrB/3cofNY6qKjJPXbOG/p32P6Gea7Q8z9UEZqExIY2N2XxzOHbrjKNvKlLnKWPf60xQ+/jJ3VPqebVW4Y12Q64CZH5ymMt/WhXwZfycFgk8Rbo+cyV87LqSOVHKpo4J0KhqGAdoiO6mTJpEyYYL970m1Sb3PidB7dGgQJojGREMTGqa7EF5zv9qkb7WZXiuQjE81PwfZrZiwjg7NIloWCuh7svKzu8Qb/LHhDYUwnfaQIuqwv5HoMar3VzX0N5ctucOY8AaT3F6jrPslGXmABY/rf1y9Z0rr9R3Lut8UNvjZFRPgqGeUbNiwMwK30zTetemFFsUBgYNG9OHnn3+mpqaGn3/+GbfbzbfffgtA//79SU6OkFFKFIASKNy5cFMAWbqtNNSDobO8nN3X3wCPPkLqpEk0fPSR/ZVTHQzPG2579VfP+ygYQoyPSWzM7ktLehYJddW6pWOx+fk4jx0BQGdWDmJ1pa7qW1ViOpuylazo3KlDAIlFOwLVjkoHiqwaIHiCYwEhO4PHb/yQmFhlxTQmNo7c31xI1eOPWzqfYJSlwxOnCQz9GRxCLN/16mRToRBQhmckPw7wm+Wt1CeGmuhq4YzNm0JeS7a4IFuXBEN2SqQ3QaqBoa4/apPh2O+tbSsD1SmwqbeBNL1FNAS1PRZvlULk141k340QKiEfONbzEwVueku2PfdPBufwbZJPEU4l8reeMphr/rsWVb7c/31HygZaM1+i1QUVYUqqiyj7jG38jK/RJ4NG90QAkt1t/H7DQkr7xbO9l6ydpfOgeKtEwpuPhzzTqgrio+cqqooCAvnOfIbn6pfjBWfXAX6T/C33dN4fEhbmU8NTsY8FZL7aPn4W4v+hGwwJDgdJo4p1j28KLVlkVzW8drFnAzuZJ40A0pZCWRgSyHqBZJvFUunan7Rfb7bwN0BwKEH+ZgsCHJGAem2HTofd18Hyx/bNcQHvN/zYOT4FQfU+2SUnoE1ynVk2Mmc6BD2SWZjuNoU1UiR864/gEJQ5Gxrv6lyHKA5oHDSE6fbbb2fBAl/QfswxxwDw2WefMXbs2P00q0MTpTtqAsrwrvjubUDbOwhPecm2mu9JuOOJkO2CSVV3wmzFWIXc6ZMYlwSRtdMuYfQLD4QEbarp5Z4Lr2CAZ/W3cO5t/HLd9brbPj3sDHLTnV7J41VlqzSzXoEZiDrWVq9jZL4voxNXWGjpXLRw8RKZNG81QjunZCbzxNhWVnpW2K1IeIOSrVINbvUIotrDpEW8jCS3ZaAxEa5+VyLbr9fHLYAo6+9TnQIpLjhttYxkURRK9W0qHShoZvesItUFx2+UqE2GlBaZmW+F/iH0l31feYSI4E4jNzWBSleFrt9Y8RaJWW/py50/PF2iwSny/kiBEzf431tjuIGshC+BCYDovabTjurB3z/YrLlPXlocMYWLqfeIBpmRGjOktdebksEHz4I/LJJI1SDZzo5WzvxxGWf+CFVfW/MgC4aa8frtpxK1xyqv3Vx8s27WOji7rowhcV3Hs8pnIejhFIXAdiSAOFd5968gawW2wguhgWdihjVD1h2f+wJnU58Y7wGVH5PvtleGZzUjoYeMw0Nf2/QuvH6J+b6yG3at3LemoGpwPulvUDAC3rkaOsy9yLoM/8xRMOxmV/SIgu0ywyCCHuksTHeawlp5dlUSZOqjtR+8raLoEg4awjR//vyoB9M+QkWjL3IZWrU9wG8oBLJMZ1kZ7fc9QQLGpCplwoSwe56slPoNzx1OnjOPCp3gVJZB7kzD7eoT8PoT7t58UjzDV3LoQVViOs8MO4Ptldl8Kck4RIHUSZM47LFHKf/73XSW+4iQnJ1L2e+u5NoJEwM8aaxmvYK3iwmjVFU949SggDq+pomZb8IDZyrBZrBvkR7UAjkBNP2HBAgQfNDa33/b4HmmaAT+oqy9jzpeXDv84UNrZUduAR6ZJtCU4CM6qwYIrBrgYPAumaKfZM5Zbh60KcQQLv5EpY/K2OqcAubv2f7ijyVW9RcYn/tHTj+yh65JsyDJXLzEONt349sg4Dvneif80ANG/Kg9B+/YwKyFzbSd+AlfZk0kPy2BaUf14Jkvduj+uf/tSW6e2RZYpqRXRmoFmXVuLtEgMv7EctUAgYtjQdYRKwne5/1jZVYfIQT0Jg362dyDLLMJalHEY/T6IYOz6yqKxS0BZXjBCBWh2E8ryFqZJ1mCFywEnF/8A7592beqr+sT44fUAig6O9TzSCs7oJZcbf+8a/5IgqhkNXYs8xEzbyBrEU3lMGBK+HMAOHm2UhpohTD4B+dF02HIVPjiAVj5JLTU+d5LKYDOVmsmwGZwZsN132r3etlFJEhuMJrKuycL052msHZIUHdnuqLY5zhoCFMU+w65Kb4GlMw2axGS4aq3h1S5Vn8TVhmK1VI/h+hgdvFszeBUjevbyqeCn6JVRlIsNc3tLC8YxooeQxlatZ3MtkZq4lPYmN1XUYyrb6V0R423iVuvB6FIgwxazXoFb+c8dgQx+fkKKdMgJcGEQvL7XYtoSMDFHyawqk8Ctcl1lubkP1ZDYuA9ttOd0xjrJLXD1wCkR6TU92Sd9wCS26xlOWTgvZEw41OZ7Ebf9fPPbGzuJTN2vduw3EydhxB0C0IshvygGgT3XVvCuMvGU1LYk4fGPsQdX99BfVvg4sOxZUlkNxqXIQVfhxSXQpbeHSUwfp1Mik75o0rebtzwNVcvuIURfbMZe98nFFVuC33GPcdZsOo7yAgdK7CMVCmlvHqhoqpnZEp8wsZmzXPwJ5bN8aIlIqYe5/TVMqevlr33cuURIhnNhrsGwEhp0z+77o9c6qwfwIv9tIIcnHmS3BazRYSu6p+nkbFyZsOR58HAUxWD2NcvDh03eBytkqtwIUs+PyyVmCVm2Bu7+kd4b3D4c0jMhJP/DCfOgocGG/dCJWaGBueiA8beDCfdFJqZ2/J+ZExoXVVKJi0Sz54pUQgDyXndk4XpTlNYOySoOzNdUewXhNv/HMUhjOI+mfRIS0BAETCIFDorzbMtbo8L5KL1e/n6x2rqPvyI3dffEECWwFfq1/DRRwGvlxSW8NDYh8h15ga8Lnem0br7QjobiwBfAHfm0T2920iCyPqc/nx+2DGsz+nvDSQhMOsGvh6EtNNPI2lUsW7mTM16CToUQ6+fQnA4yLtljueXwH218iui55z0iIwI5LhcHL7yXNZIl1PpdGqOowdBgi8H+8iMHbzT9wTN/YwyI/4lff6w+oVVcXQvppVCVlAgrmYpirdK3nIzlVBqwais0AxptdnkOmNpXllK4mer6fl9LYIUeFZxtTYifQ/Ua3P8JpmHzzCemQg4axsoqtnBd6+8zb2v/YX7v5rH7NUvc/9X85j/4d8Zs2c9eMasNVDrUMpIRb4aKrI2fTjzJ2lfO5W8f3K0QLar3fCZzG6EoTvDCwy993JTAuUtE813sIDgz7n3ddLDH3R/ryCrASRgzV4ZZVVfcitk54YNMOM9OPvfys+bvocp9yjB/Udz0M8OeMbZ+LYSvNoOuC186hr2KGNvXWS+rYrETFh6j/V+KS1MfVS5rjFxcPrDxtu21CgkSAtq+WNynvKc7FyuZFPOe0Ehg12FnWdPcitZu/WvKz8lPzvwSD/DqT2V8+6uLIxK9lN7BB23oGtlsnZIkJrpMvpLp16HKA4KRAlTFCFwiIJHsAA2ZfelMiFNN6CUUEqErMCszGzxhr1MfuQLAP78xnf89pnlbJwzF01vZc9r5Xffg+x2B7xVUljCh2d/yHOTn+O+E+/jiiP+QUrlXC9ZAqXx/akLh1MyJN/S3P2zbnagZr30+ldkZKb3vgr/j6Jbkvn6+wpWVHbQOu1cxPT0gH2aEtR97SOzrYmO1gHMKzrXkCgEI7kNjve0vVglDxJQlSIw5ecvbe2nIhySoqLHzibNMVSycfHHEoIke8rNRGqC1gWaEgVaJ0zxEtFwMLCzluzLz+PnGTPIvHcBd7wi8cSTboq3+q56bXJ4ZEElG0N2Wdv+3/fOx3n3rWQHlddmtdZzW+kCL2lyu/qQ6NBfJJFlkDrSaNt7Div6Zmheu5oUePBMkT2pSXZOyTa893KJzJacDCqdSYbfU1WJaaZj6n3OS6VB7JEzkcK5XQfCCrJeAKkJv1V98GWshp2j/FRX5q1mB96fRXjfVp59YpMgxuj7V4bvXg1vbLtI7QnnvRgYcA86zac8pwnBR0CDseldRQJ7wenwxmXKz0c8f6du2ABjbwlvniqsPnt689j0rr1xnNnWtis6W3mOujMLo0X2b1jftZ5COyTIcKGii5muKPYLoiV5UWhiSlEPnrpwOHcu3MS8I6dzW+kCXaGDZyeJzPhE0i9tEgRi8vK8SnNaUBut4/xqnYZWbSfTVac/SYNSP4fo8Iko9IUrRmlIBIsCbkmmR1oCZfWtetXO5Kcp24cLKYjwqYph6U1QmwSP/ryFlz791EtSF/7zFc5f8Rq9PMGtBLQkJfHJYBff9Ier35fBpN9DD4253wNHsbxgGHcVz+D6tf8htaPddD+7Kyu+LAOcv8xlsnUEIQg4MjJw19SYZjZOWS1RnyRQmwzXXCEyaDcBKm6zqzM5JowpSEBTgsD0bxfRGfSef++OUhYYngqdXUzc8jmgXxr3x/XvsKLHUMTUTbS4tevj/MtaBWJwNp7FqoHzWT1AYJC/At5hApIocMT6AcBa07lt7A1j1yvZQLvPtJI5beYoXmXBFJj1Zmi/nfosPjfkNM42GU/Nrgd/H0iI3NnxO56KfcSG+EUXeiW6A2p/02f3wLJ/mG9vtqpvNavTVenuDgtZWFeVIklulDUSHHDSn+Dze+0df/TVisFdnxPh8BNCA9ydy016jnTKyszEDs55DkqftjdXL2w8e1ZEFwadZq0v6Lpv4eev4bXfBfZmBUOVWg+n38hIfjwYViXurcKw3M8DfxKkV9ZqJMYRxQGLKGGKQhdTinowcUg+pTuOZu8nh5P/wpNQ5Sur8/f2kUU0lbTUHpC8W+bolq3pNVpb7Z+yUurnEAVNI0k1m3blS2v0qp2ZO3WIV8TBLhat/4XZq/6KLCqVdZqKYckvMW+IzBX1rboS7vHNzZy2GpoThbAU3iQUVbpcx2qK4zfybcw5gEBKR7tuv1BX8dCZAjFug4bxLiJ4VBlAlkmdOpXaBaHXMBj+Ig5qP8xXQ31P74dt79omTN6ep+CmJw8CRCEGBEprhwOVbJgRLtHgHohAbksdQ6t+ZOcRCw3vlux24m5UiP3fJv4fMSlHcm/pvWwq9AXXSgbqNH4Y+B5VX+jPTe1z2lQo8vopSfzx1fBLpDKa4KuhIg+cSajUu0e85ZeBwwHj4Nvo++AjqZirOm7g4bT/kthSpjeEBwfoCrLoUDyIrBAmo1X9Te96zHMPIJiV2J3zHEjBSxgW8PUTihnuupe1Za7DKSszFTtAyfTY9tUCW8+eHdEFs76gyXcrPVM/LTMmSxBIIO30Gx0IJrB6JAjgzKdD56ElxGJE8qI4YBElTFEYwks0+v0G+bJzvUIHYnYm1+28jfLWSkDWVdKKteDDpNdobbV/KhxFOX/4Z9P855GfluCVB7cLt+Rm3sqPeeyrRcTl1CGgbxab2SRxa+mL3D0S/rBeKYHQywScsso++VBX2NNa4PqFMuCiKuUFYtviNI8VCYhAY2J4I/uLPuiNIKMo1/mjOgUWTHTwu6Fp2H0igjM/AGsLWkyNVbUKLZpjtRUAVagZrsG7ZDYVCpQOFHnoTJkb3pKx+idUJcCbewnMnyh0yV9KRbb8Iz/F6CtiCgIIMS6yc3bzt8lneD4XPRjXaxxrKtZQ6aqkrDaOv77WgsO5A+IbdCXJ1Wdy7f8dQ3riL3zar5aMEwXOXxYeua71WPGtGiQqGa+fkkjcfho18Wls8ghbPHnKINp3fGM6ltH3wfSpV5A45PZQ/yNNlbgDdAW5qypidhTpnNn7xhzWCKk9ffdihzVvOU3oyVyHU1ZmRUTBKlkKlo238+zZEV0wypZoKSWaQSWQVrMwB5IJbDAJSsyFjbUw6FTt7SOd6YpivyBKmKKwjGCzxZt7zAlQpFOVtIbsgvQmuOCEqznxtD+YSonrNVpv9PRPZbXWh13qZxW+bFpo2Z5dLNm5hHtL76XcVU6cJ3I3M4uVgKvWvUlGu/4KuAiaXjVm0DoDpfzJvBSvK8hoguWDjUvO9CTHlw+CE7boj61Imiv/nneqSGWiUt6GKPJzyxs8kZdHR3m5ZTKolfmxYqyqhcQOa8f0l3dfOcjB68e7Of8ra4RBRCHA/5wnMX+i0od1+QeSZY8mLaikwwxzp/diSj9lEcEtyZTuqKOisYDclL6UHJXBvz76jEpZWTXRW0jxZqez1kOb8tqbY0QmrHXrKu9pQc1Sbe7luxuyQ2BzPxeumHTcrn708Cx8TBiYzaIdnm1MbApMvw+Cg5/BU/f9CrKd0iR/dFVFzI5i2qkPKsIQVhT6ugPB0tqW/aW0oCNzHQ4BjaSIwjnzlbmE8+zZzY5pZUv0lBLN4E8gzbIw3SE/Hu7nR4U/CerogI02hEeiOCgRJUyHOKz4F1nZRguqIp1KDkBR0qoenM/vi2/mJB2vk2DoNVpLgqjbP6UqxxmV+hnBLbm9q+I5zhyG5w7HITo0y/bsYMnOJcxcOjNE5MHMLFYEQ7Lkj8YESGo1LnN64jSBjGaY8YlMqku35bRbUZtsbHzqL4WuojoFvhqiyGVbxYpBIu2SKnntpjZ5L80nTyLu1cW25huc+QFfwP/HDyTDrFHwOFZQm+y1KSMtLo2yrDoUu1nr8GXGROaXCJ4Moj0oggjpbMzsRwJLTbfPS1IUKBdv2BuShenh8Xr692pfdjhYklztEZODFiNkUWD+JOsmuerzoxoTB0OIaeTGkgFcM34ADlGgo0Nhso2ffkr1PfdasCnQLuPVxL5eQe5qaZLeqn5iBoy6Qgk89WA1yD7uKsVzSBQ95Gw/IFha20oPiiE0+pHCIaAREQLxEDF/IQ4jaBEEO9mx4P2Hnqm890gR9q6jTgbT6DMUafnxA6G0L4qDDlHCdAjDin+RVY8jf/gTrNE5OSyevoi11etCyIdV+DdaB2N5wTD+XjyDqza8EyAAEZOXZ1rqpwf/DJCKjPgMTu97OuN6j7M9fxVuyc29pfdqKuJZNYu1gkXHJHDe1626XkzzJ4ps7CMyZKdEmmvfr+qqR0zxaD0YZRkWlAg0JgreQDrFBTPftle3P2KbxIWL3QFjy9gjS/4IvlerBgj8cZG+N5Rd+GdFBAFiG6Zw+9RJPPfDjbbH8s+MPXGa/dmpz8wzw84gK34oyQbGzwICec48hucO94q0BG9VVt/KM1/s4Pcnjud/5a8hiXUIgipJbj4/vWdFVYqU6uq8r/n3UGqiM4X/rtrFNeMHBLy85+bZOFoDv2tUmwIefSSs75R9ikiVJqmr+v4Gqi01sPRuWDNfP3i0GmQPPNV3nPNegIXXBZaO7SsEEzyjHhQ7YwYTiHPnWy/N9GaluuhtZLVHTo8gTLrHWnbMVa0Qo+D9h19s8xzC7O2zkwkzyxwdSKV9URxUiBKmQxQNHyn+RcGmp/6BAWC6TXDwoEewBt4yh5GTdOp3TRDcaO0PAYU0XTTrQo5u3WM7CxaMJTuXMOvTGxm0S6K/32p3bVstL25+kRc3v0ieM4/ZxbMpsZghU7GmYk0ACfOH1XKnuvgEUttadbNHjXFOxn+rHbhXJabz9LCprOu7CJH6iJI0O1DXWGd8IlE6UMkklA4UWdVfYOhugX8edRcfVO3kfuGZgMyAIMk88aTbO4YRJKDGc02veVfC0aY9j3AQfK/OWi7pmsOaQavkUPUoUtFUn0rGWrj2sAtodL5Mkkuy1YukZsYQBKpSZFuKe6ogwvKCYTw1tYiYFG3jZ9VH7ObimwFRU6TF//ze+66c+8//C39aNitkm+Cxg+GfkbrqsP/j2KGTvGW3rtXf0F5RzpzN97M8p1YzsyTLiu9ap6sPe/GZTnvtB/RsCgSB8rvvIWXChLC+W/YJIl2atOV9xZPILHj0D0Kd2fZL0AadBh/82epZRhZaBM+fLC692/6Y1T9qE4hJ90BSln6w7n8dj/mdfcU+Fc5sxf/JSmBvRBBevxjGXAvLH0c3O1Z0Nrx2sfb+dq9duL19Vkm63n1RyX93lPZF8atBlDAdgpDdbsrvvscwMCj7+93K16GN4MEKCQt3dVZttL7n/Y34K1kFCi8cFtbYKtySmw+en8s/3+8MVNEKWqkud5Uzc+lMHhr7kC3SVN5cofuemXy0knUQWVDSxsy39KWRU9tDJbq9WYKiqSwvOIrYcgcJh71kmaSZ4euzB3LMp7uIr3VZJiECodLdm3sJbOgN/82J54HlfXAOSEIQXF5fXrOyRRVqUP7KWJFT/I4XfHy7kFFKAjcfJnhL5QRJDktoQ0WDE9L8bpk6r/OXyUz41s1XQwTGrH+H5JdeCZhHONms9GZsKe7NK5rKwn4nkpfu5CnvZ6xHSJktQJ4zj5uLb6aksISvf6zWFGnxn//e+lbS5ON4eOzDmmOdPeBsnlj3hP4YnoyUc/JkklR7ACBpVDFJwDlHJvLV0hu998m7n5/0ufoJqmhsxS3JrP3gC2MmaWBTcMAgkqVJVoNHWQrNnCRm+LaxUoK2czk07jWeT3cgPkU5T8mtHQCvmR/GoII2UVAJyHkvKJ5VwdDK8oQDZzbM3OzryzKClXu84Q397Niku83Nia3gxD8p6ozh9vZZ6RNLzNC/Lyr5T8yIbGlfFL8qRAnTQQyl4Tq0Kdm1+puADFAIZBl3uUmKOyh4sELCuro6O6WoB2MHZPHh4g+4/+wjyU1LClt4QQvrXn+ay/4b6pehpZAGcF/pfYzrNc5yeV5VXbzue1Z6eeZPhNKBDh48K1R6vDk1Bbm9kRQN/yW1LOsP69+lKc5J+i8d1JdN4OcRK6lKqbOl8qaF0o4f+Gqc4nFjN5DXku5+vvY7ZIbSUXcscVlfeLc99ntrf4ClFCePTGyj1aPCF8l+rPklIpIoBJC4cIQ21LK7a64QOXOFzHke9Tf/uWY1wrSVMsFS113JjG0qFHl/pMzpFkjeGeOG8ZspY0I+YyWFJQHKd8FltnoiLcGoaGzljKO1xwJ4/YfXdcv/ANLj073bBqOksIQrBv2VJ9c/iBDrU/aTO9NoK58aYFK9s7KRa+95jMHb1tF7+hmm87ZiU7DfEI6EtR6skq/XZoS+pcpGJ2YEehDpZRAiJnJgs++orRFePCO0P0Vyw8p5YZIXveMbZCj0sjy24PmMnv6wNbIE1u+xM0sxeQ0uZbMj8KE359QCGDenaxkbK31iVu5LyR3WjhdJUY4oDhlECdNBCr2G67lThzA6gn/w1eDBCgmLxOqsGridOqwHsbGxYY8TDNntJvaxFwB9wnH5BxKxHTK1KQKbewmUucpYU7HGZ4AbhGDCmsIApI40hJj6gFVvFSuPEHlgmpNLljjIdvmCvLpUkedKfGQtuEmerEw6O93MelH//EQgt7Wee7/yGR3WfJVO44ThZC1cY0lwQQ9qIK7VW2IHKjG9+8Q9rDhcDiBLxVslTlttLZg4/LF/8puCZj58dm54E9GAW4BHzhBZ0S+djpphxGd9BYTXexYsRjDhW211RPXPvtZ9kIGG+CSeLppGdXwKf1r7MpktzYZCH6pS3PZhWbDKXMp55Igj2AC8992eEBW4AONnlM9P88pSOisrKeiIQ5QlJAEczh0IMY3InSm4XX3wf8pUMZfgsVTMLp7NjUv1+7bq2ur4bNdnulneK0ZO58VPk6nq2AwacxCAMxPXcM6X11Ag1FCflMpSzAlTV20KuhXhSFjroUtBoefJjUmA370LzZXGSmNdFTlI7an4/NiVrlbRsAdevQjO83yJRiLTowmNDIVhlscGEtPhiFOhs1WRR7eSrbFDsLVEF2w9IzYUF8NRqDOSHx8+w6Q80HNfmi3GRhER5YjiUEOUMB2EMGq4vvKlNTx3tEh+hI6lBg9WV10P1NVZ1+pviKnS95hRZZoVlTHZmw2pPFH7fLQIa2ZSHG3iVBJ6vqRbKvRlXjHbZm2ix4+Npophvib5Oo7faN/AMN1VR8bCNWRcegl733qTxFrf+dekwIIJIjOWyGQ2yZYCcX/Z+FG/JDLlC3tswktMV69g3UiHEnIJgZLrRpAAcjNJKi6GXz5jb3yYjUV+UD9Dj0wXWDlIhA7Aneh9P7/WfpDjL0YwZKcxwdQjrQKQ1tZMVUIa63P680zxCOZ8/oVBdtKnFHf2OX8hZtE9dJaXa2eEAXdyKte9sprPEyuQBGXEHjq+Y8F9i8nAC0lJPDdBYFWh7x5IHWm0lZ+G7E4i2elCSMzBLaUHZGj9BWNGZWeSHpNKXae24aiAYJjldYgCd0wt4sqXFHn84FBtkljKA/Ij3tcSs1UZfZ17GkGbgm5DVz2U/NHloFCGxj0giNolaP7oksiB4MtaBcu3N1d7ZMstjvv2ldC+D5o7/YlGV7I0cSkKkWitUwQz1r2s/A9KVujUhxQlQj10lWBb3X/sLUp5oxXBi64o1OnJj298y9o8k3Ii9/mJ4leHKGE6yOCWZNOG61t/jGFBXh6dFRXaAZMg4MjNRQDDbfyDB6urrgfq6qxdIqdmQ1qP/gn6Br6nR1hrm9uRKaJ194XE5y0MKRXqqD+K+KwvqO2E2sJAiiJIsqHscjj9SCLKM9G06AO+fmAWny+5g4xmqPMbXxIkbnpLthSIg0LkNhZCepOLKfanpGTCWuoZuldEFpQMTlqztd4lAai4fCqSAPeW3kt9T8+cwpiHiuqg/jUhpoG4nCVInU4cQjMTvpUNyxBloCUGXj1JoCEJajzZSfWaZTZ3rWAwR9gI9Gd5z6E8eNaX+n5GnvlffdTVlPSdRMMtHkEXHTiaGvjzR//kkoQ05h05neUFw7wLLk9dONxLmvT6FjOam7npXXgwxv/a1ZPQ8xUEwUOMP345QEBFSzDmbgOlOxnZl+XNHa65Iq1nMluQGssDvAJtoD6+ghg4esBdtWNT0FX/lq6M21UPJX90yZPID1ayEN55X2Rv7MTMQJlzrSzIEA+J2r4Ulj1gPN6+IEsQSDS6kslrN/hidFXD6zNgz3Uw6W/a23SVYFvd/6SblP/Nnt9IKNRpPQNWiV1Kj8h9fqL41SFKmA4ylO6oMW243tPYTv1l15F0z21KIOAf7HgCg/xbbwFg93XX6wwkBwQPzmNHEJOfr79qfYCvztolcirZSHnyNeSz/+i9DmaEFaCzsYjOxiEB5UqSqxBn/39oRt7FW0N7loKFKMxEI/QgAJ1lZXzz+cNsKhQDsl6CJNOcCO8dK3DSRjnA9NRMsrmrghI3viXZ7g16f6TA2IkTvGqE8aKvZ8yKb4//tk0JAg9PV7J4AUp9fh+XQRZEKARg4WiBRaO0/8D+ZsyV8M4/Lc4sFE0910DbVNyuPqzon8GqK+sY/Is2sc5z5nH5kZcDkDppEi2XXkLNv58zHD+rtZ7bShdwV/EMlhcMQwDuXLiJiUPyEWVJt29Ry+g3+KsGoMJVwcylM3ky5ndk3fVcyAZ6/YP+qPxhMbzyO90VaU2TWWEjjhcqND9vBcfVUV0aT2eL755ZtinoLv8WO+MalSbZUSDrsieRB1aD1SHTlJK4t66ADmuec5ZkztUAevvnlqfcfdAgIN1d3rX8Meg5AoZOD32vqwTb7v5GQglWBCjeu1EpOUzpYW8hwg4xFB2R+fxE8auDndgrigMAVhuudx85ip6PPkJMXuCXdUxeHj3DULMTHA7ybpnj+SUoCumiiey+gEr4NJuLdKCSDdfqb7yvmRFWFZlJ8bhd/ehsOBq3qx/Z2XsR/TJOKoq3Ssx6UyIrKDBXA8mRWySkjlTc7jTmTxQR8JSm2URcXWBfVfFWiSeedHPHKxJTVytkqd5Dnu64QOTqqxz6/jYogXqlMymsuQBhyXRvH5bF8NzhfPbzZwGv/3OaSE2Kzk4aEIHUVhlZRNvwVAAxxkVKWVHozhooywgcQ5BkTihPZ578W0bkDseRl6f73OmFqBIKad5yeCsO5w4AOmpHIokCG3uLfDVUZFOhkv1T/5tdPNtbuia73TS8b+48ry4M/HH9O4iy5FW4K91RY9q36G/06z33oNOUkREkGfHR+brES0YhXoKkfTVyvvpnaElTw17cr/6OVSseYdH2RaypWE1xn3TOOLono/tl4TBQrEzp2Ur/qeX0HlfFxyNH0nTPY/T/ZIk1svTq7zTnwqu/U94PB+GMO2Sa0qQ/4z04+9/KzxvW2w/2VPKV2sN82xAISm+RnfKlIdPg//5j/1BWrnEk1V/Cgg4BUYP57pzg+7MUQqIFvXucWmAto9PV/VVYEaBwVcGbl8OC0xV5cKufKZXYAbqaqf73JVKfnyh+VYhmmA4yqI3UVrZLPXoSKRMmeHsG/P2LvKp3etBQvUudNAkefSTUh6kLJrL7Cirh2339DaFZNxNs3rCdY0aOxCEKVDS2IsoSQ6u2k9nWSE18Chuz+3r7QFT85fSh5KcmUNHYyk9VLl5cvzF0Tn69O3pCFJcskfjSeTqSKFJ6xEs8eCZcvMS+8IJ/RkglacFIbYHTVstsPSy0p8ofsgySO515RadyW+mLtrI7KvSEDrReV3upzj7nLwC8t/29gPe/6S/y9VUOTlkteVT5rOHY72U2Feq/Xx2ba2mc4GurZAurgAXsYoFiuqo2tfk9d+q/zMohY5I3kVDwqibhhkDJbxWmIi1+UMok6xhatZ31Of0BZWHGahmrmTDGoF0SGQ361NqfePmb2woI5LklhreGsuslzgTuzcqgfOu/YavyWoB/msmqviBCUl47Ww4bwdVnlCCYKXFGyr8luOyu16jwx9UqTQoHYXkSaQShVksVDz8hjFJAC9e48ATgHxbH6wboZSgilckzgqsqVApbciviEDu/VA457UnlO8hVZb+UVK93qDvMZ1UYeYFpHd9u5jVSnx/wkdVN70BqBMt0ozigECVMBxmK+2TSIy2BsvpWvcQz+WmK4hUoREFLtS5c1bvUSfok7ECHHuEzw53Ly6mq+JS5U4fQ87uVzP/wfnJafcFrpV8fiIr81ARG98ti8Ya9PLLke0RnAs7MwHHNBAHUQHLgT07W5/SnZfeFrOy/kNX9a5myRuboH2WO/sl8/g1x8Wzu1QkYkzT19xvekXhEkFk5KPSe+vvclA6EB/KTueSzprCV87SO7w+VPAg3XEZJ30msKltFbVtt6LxEgQ+OFTm91E1Wo7W13NNWy2zpLelm0qZddBotq1aRUFtvSORUUQw9IirVK8+KmJaGVFfnfb02VWTZYJnjN8mGfUmxmV/pnsPVR13N5UdeHiKKEI74SmabbxK5KQmWy1jNyjOtKg36byd4Asubq6oIfgqXOBOZmZsd8v2nlv8p/mnjILUAuWEvgsY3pSRDGVlMm3a2NduCSPgfaZXdObOVALYr4xIophH2d7IdT6LgINROSWHYBMLkWvQ50SNzHvr94EMkCYtnrOOugoGnGgfJesF8JOFPSDa9CwuvC7wWy/6h9IRNfTQ8otBVgmG7NNGPJGt5gWk9X5Egdnax6V348Hboeye8czVIrZEp043igEOUMB1kcIgCc6cO4cqX1ui6EcydOsQ0COiK6p0eCTsY4E/4OsrLqbjnHtx1dZoZJwmoSkxnY3Zf5PpWXrx/AbeWLsAZtJ1/H8jXBcO8hNW/38nt6hMgOV68VeKPi6z94VYD2c7GIo7c6uaKDW+S47LYAwB8nVfEcRu2Upfq8pIwIzhkmPmWzINnhZIJ2e2krewsABJ6vkRpT1g92OEVrEhtkrnk0wiuoOZmUnDrXxgyWZGYqHTpP7f+XldGQg3e7QnswVEhIJAWn8bLO/7BV+MamfWmeRbIiIiq2SUxIYGezz9PR1UV2zrj+Sy1gv/9ci+vjNUX/JBl5VOuV0n6xg9vePuW/BGO+EpNfErAgot4eLph32IwYdSD1X43/+3ynHncnHcSJTsCm/jdwL1ZGcr3XtBFkZEDlfWm3Ifw6u88r/rmL8kQI0D56LlMGWbRDLur/kd6ze6GZMna8bXENGLy8+1l/a0quWkZkBo28l+kTSi6QiD0roXogKmPGQtLjL4Gvn7ceHxBtFaBkJihkA+rQXFwMN9UDh/eYm1fK6j+Ufm56V39a9BS45NX39fBfFgiI7K+F5ieUEQkM0dmUJ99v35aw7lFcVAjSpgOQugpQ+XryAJr4WBXvesK/AmfmBCvWaanBsSLC4s5cfc6auOS+ON3byv7B42nls/9cf07rOwx1EtYv/6x2u/+iLSVK5LjI7dIzHrLevdPTbzSoDNmz3puKw01YzLy8pGBybu+YfIu5bUGfW/dkH39yYTU6aSjZgzt1eMBSOqv1IsLAsiCTwJdkGSmrnLbFqfwR+7s2cRkZ2uulOc4jZ/H0oGKX9R1HyYQ1+wy3FavFExGpq6tDoCKgdr+U8FZoMFmAhGejO2qnbXcsiPR81ykE5dzEvFZXwQc328iCIJxYFHmKmNV2SocoiPAGFbt2esoKzMljhJQ7UxmU7YiB+lbcNEvY9VSUQyW0lexpZdIbapARqNksDCRxo7E33FBn3RKjhigGOXuXA4EEqY1CfGUx+j/2fIq6614mJE9RsE58xGCZKc7k/KJOeWvHDP0DJMr44euyDNHwodH5/h6Koad5eXK61b7Va0SwtxBoWVfhiWFwIonlf+DV93DJRBG90IVlvjgz9C41/d6SgGc4jm2IChCCZoQFFKl+74fYhN96n1W4R/MS274WqM/L1x8Mx9OuFE5dzO8cxUcMcW6AW4kEPHSRBulsN2BSJXpRnHQIEqYDlJoKkP5GU+aYV+o3kWkTKSboVem1xjnBBl+t+UjS+OofSDPHhPDOA9hDRbo6Gwson3XBVzy8UuAtQxIQ5yTjdl9EWWJK3QIm/qnRwjaV2vblDYrZ+MjE4N+ltl4WDLNP8xB/bpwOH/U7afxz/LoZWVktMmUBJCdS+ZFF+o+J8Nzh5PnzKPCpd/Uv/OYHgy9cxFrL7+W5BVf6G6nwr8ULM+ZR2tnK/XtvvPzNxJObwqUZdcawwgL3vuGvYcd4/29vfJUpNbDiM9/BzHGlzXMiMulbO8Ar4GuEWZ9PouGdp+XkdrLU3zLHH657nrDHjP1nvxr5HBy050hCy56nw8pJ51nxkJp/8ATDyZNAgKyCNL1M+Cu53SJ19PDplNZXcgzi+CYzMNw5Ds0V6QrLX5/VH71IDS7lP0n36N41jSUw08Qd+1KHPHWekG96Io8c1d8eAzG9fahan1/e25EcB+qLsIlhHbOTWvVXZNAdNEjx6wsa9LfoGAELJqpSHOrSO3pKzOMS4YvHjI5H/NSSUMEEIgIZOUb98CqfwUSRT20NcL9fWD6U/s2AxLx0kRrJavdgkiU6UZxUCFKmA5iOESB0f2ywtrXUAQhAqp3ESkT2UdQy/Q+/u9iXv5gLQVNVVy05cOwxhqe7MscaQl0DPzJSXaTfW25oVXbA/qmghFMjCQBRFm/T8kqMptBjGnG4dyJ29VPGSPGuKZPzfLMWJxAjsuX5alKTOfznkdzzralumSq4C+3Gj5zDtHB7OLZzFw609PnEorWzlaW7vmC0Vdexs8WCFNZ8+m07k7lhnEjOPbwDH7/0e9Dtgk0Eg6F1bKz6nhVzk8KkJ13/TCH7Jy9zJ3ei7ykXH7Zm8dNP7wNFgiTP1mCwF6ezL9eS/M/HtfNfqmZsglnn8v8Y8ZrLrjo9S0+IsCqsm9Y8dMOfqmKoVVqYF3Li9S1+8omVUGKEwpLqM8qouzOvyLV+voqqhLTeXrYGd7+PwGfrLlDY0U6x62jBBYE73YNe+G1iz1B+hnw06LwVnu7Is8ctg+P8bjh9qFqwoqxrJYinq1zsyBiESmPHL2yLFU4QO6Ec55X/u5piSBk9bN2Sl3xWILIE4jan6xv2960f8rz/Alt417lefAnruGgq/ehO4+5P+YWRbcgSph+xegu1TuzMpG2a64hrrCwS1knt+RmTcWagDKk4MZ3OxAcDlKOO45l30nM//DvymthjONfwqgl0OHfWG86JyCt3cXo5p+JsbjfB8MFyjOwpRZnBJUI+JMkudNcw7t0oMgXcRcxaJcQoia4JbOQK757O4AAViWms+3c33PZZONnTna7GV2WylPyBSwofx/SYeAuiZQGydv/09DeoBCGEx+g0CCLqmbwKgpKeHxaEVOKerBou7kUtxbMfLJkoNLTDxeTsoH4vIUBWTqpI43a8qlkcS4j87PobK4O6XuzCv9envfPep/T5DfI2lpOepNMXRIgy6S7BGqTlXK53OR8LjpmnGF2Wqtv0QEcV1DMcQW+193S7zQ/lw0ffUTFvfcFkKW6uCT+VTQ1QCzFX9Z8dL+skIByeGsbeZ2dVDgcyBoXRZBl8txuhre2+Y3oCdL7dXGhJlz/I6vZG2dWUMbDeNyu9KGGQHRA0TnGpWhFZ4eSlXAa+Y1W3SPlMaUFI2GKcI1QI+GxpBKIlfO63tOUcbj9ffZH2Zg/oY1J8JBkCCXJFv+OObMjODmL2JfPSBQHBKKE6VeOSKvemZaJAFWP+5puw8k6Ldm5hHtL76Xc5Vu5CZAUDhPFfTI5qfUXw0yOHiSUMiX/EkYtgY6aeHOyEYzHJvVm1ifWOoJWDhI85WFdI0zBDf0+kiQBMlJnIoKjRTeQlzrS6Gjtx/qc0HkvLxjGih5DQ6TZXz7fuNTGP2uZCVwXH8+Pf4U5r0k42pSsnWL4K7NqoIP7vvkHr825mb3X36g7Zmq7i0XHyqR7ytDMeqT0YCg44cngPj3sDMTUTST0fClkfyGmnoSeL/HZrsMZ3e98D9l2Uunpe9PrD9Kdj6eXZ13VOm4+bg4zW2d6X/ce0zPLm4tvtrTY4JZk0xJgh+hgZP7IgNf0FlBS25u5ZdWL3CWIAaQJ4Kttlb7jDJqKw7Mi7WgqZ3brHmZuetbzmfI7H8/4N1fXBinreYL0XaWm52iKcFS4rJbzXfct7FppedyI9qFKbtjwuvE2G96Akju0PYZsNfJjvOpu5xpblTI3FKbQaM4vHKOIOujCYnmgVYiOLgbWnvmMuBQ+vBVb92Jflo1p3S8jkjzpbvhojvnz9c6V+16VLuDZ10KEn5Eo9juihCmKiKre2fF/AfvNyUt2LmHm0pkBgRIESwoHkiar2SiHKHDp4BSwWY3nbYCf4OB+gYBgLVigY2N2XyoT0shqrbcsipCQl8dvLj2Gys8X6O7nT3D8jUTDgX9DvyQIyB1puF19NDMjwVD0yGTayqdiJPsgCaLX8wegh58Uvhb0gu5gqIa/D54FpQPL+GFMBqnp6QFy3r65AoJA5T33kFai9HmoPVL+ZNwqjj7nCgpOHkDlPfeFZGzrL72W5ZtiScrziWUEzMVTFbt47zPc1Hkm66rWMe34cv69NJHW3RcQn/ceQmxg6Z0VVLoqObXvqTw09iHNRYZg/yY9LN6wN1RkJjWB/yvuzeHZTl0CZbSA4i+WsqLH0AAvs39+9qP33z28YjZKQFcCPJQ7JOR8MiSJW6tqKHG1aJ9EcwUQa3quprCrwmW11Cwmzta4Ee1DtdKLpBVYW8lMacGMHFi5xlalzK0IUwRnWba8byJPLlsvD7SKsAmT3zO0ezVhLZbti7Ixs/ulR5JF0VwoYn+o0oV8rv1hs4Q0ioMCUcIURURh2/8lqDnZCG7Jzb2l94aQJdCQFPZ8SdnNRo045gh+tncGPsW0PvX8pmJNyAp7sECHc+ifEe+5zXf+evALeKY4HHx+zY0ID9xhKnG9uReG5WFmkAV4eLrAyiOUvdvKpxKTop0ZCUaeM4/pva/iH5t96ktGRr9WpPANs5ZBUINwVeGvcdVKkjXIkm/wwD4P/x4pWdZoAjPAcQXHkT58JGklE0MytpIgkvPw07QakU0BatsrKHm9xOs1lVgIgjud1uqRxOd+Yn0yHqgZs5LCEsb1GhdWGeviDXu58qU1yEF9V2UNfXh4yffe7XpoqHSaLaBomeYGo6y+lStfWsNTFw73jl1SWIIkS9y14i7vtapxOLg/KwMRtElTUi5gFAR3I4xW0SffrWQz1r+unyXRWJmPaB9quP0Ym96F5SYy3QGI0Kq7nYyRXTLoJVgGSMzUVsizmvHS2qdxr8eXqzr0vAAQlOckJj5Q2MG/XHG9SZZQD91dNmb1fhmVaQYrHwZgP6nSqXP78PbA1yNRQhrFAYcoYYoioghLhtwvaI0bfozuZmsq1hiu/HslhT2kJZxslNmqrQTUJMMTU0XSm0N9cypdlboZLa9Ax9Fn0ZCfbMlA1z/gOfn351PXK4Pdf7sLqnzEtNrpZH6JyKqByuq/LArMH5vErIXNlvyIguGQoTFRQO5Mo618Kp2NQwJkxLWQFp/Ggyc/yDE5I1j1Ux3piWuoa+lgzJ71If1KDbFO3u53Av8bWEKehjJbMOxmLf3lwjMsqub6E/2SwhIeGvsQd3z1d+o7fD45emVxAgJ5zjyG5w5Xftfp9zlrZCqv7DCfS21rbeBNc9RbIkuC5PNzqksWqBmY750TaJfLmcEtycx+cz0Onb4r5fkoArSJjdUFFP/ePi2CLQuinxiEwJKdS7jp85tCP9sOBzNzs3moosqPNHmC9F7FsPFDJUDdsWLfGVuq0FpFb642N+Q0WJlPnTQtMn2o4fRj2JZLj9Cqu105ZyuqceDbTiVYooGSYktNaLbNjnmv0T6a8Fy7qY8alyuGQ3wSM7u3bCwS8ttDpkFCGrxgRED2kyrdkGlKf+TiD+GMJyB1H36nRLFPESVMUUQUpmUiBuisrMQovjUyLQ3eLpxsFASqBwaTDW8mZ5LIxsO1czc/N/7M5Dcmm2a0UidNQpYk9tyg31+TeeklIQFP+uRJpJUoPWffrP2e5zY38kXCYUgCOHbuICWphRP69OGi0WkIC28wukyGcP40nmbXJEA0lBFXUd9Wz+qfarlh/ufesi3FN2pByLapHS5+t+UjLty9gp53/c3bP6QH21lLDw7vSKd/v5H8wlOm2wYTfTUjM2/lxzy38lua2Exs+hpd0nRzsbIivapsVQhRVgl0crJFJaig8bWe4WAUb5VCvKI6s5tpzvikSz2K//z0B5ocaw37rlp3X0hnY5H38+JPbKwuoPh7jQUT7MqENOYdOZ3lDKN0Rw3FfdL1P9uCgCDL3JeVwThXCw6tIP3J46Dej7maBbWRhH+p2aZ34fWLMVx1B9OV+dRJ07rehxqObLpJ5saN4ptV6XCQ43YzPC4bRyRW3e3KOTdb/P5Qtwsn22a3R8poHy0EZyz0CIEVtcN9jUjJb1u9j/tDlc5ryHwGxEag7DeKAxJRwhRFRGFYJmICs+DKakN+jjPHdjbKH6p64E93/I3YGl+GoSZF5PkSWDUwlCwJCKTFpfHkt09aymjJbjcV995neB4N7y8id+bMkMBHzWCcNKqY4wMa8cd4+0jq33ufrvzJrBL6oxb0mcmIq3jks2/oaDgawNA3SoXY2MDe669HfOxRw5XwcM2TTxt5Ickji8Pu83CIDgYWxJDRcwntOs+SKIjMGDIDQJMon9rnVBbtWBRWT5QWtAhb8VaJWW+GStXHVNez+7rrEYN6uKwKrbglmee+2k58z4WAft9VfN5COhuHAGKIyp3ZAooMdGblcPI5E0n5z7uaBDurtZ7bShdwV/EMKhqPNv9sCwJlMTGsSYhnZFy2X7nSO8oGwRmH/dH/YGXV/YObPR8e85X5LvehhiPpbRCYLnEmcm9WRoDJcJ4zj9lJTsKX5TE/ruZ2SRa/P9Tt7GbbrNzL926EzlZI6eEjnWbZOWc2TLnHt49VOXW7PWVa2bJIIlLy21FVuij2M8JpcYgiCkOkTppEz0cfISbP4heXIBCTn2/anKw25Ov57wgI5DuVMiQ72SgtpE6aRPP8N/jz8Vdw77G/5c/HX8Fl0y6kdKCoLQCIjCzIuhktgPtK78MtKf4wVsrM1DJFf7glN6vKVrFo+yJWla0CJEb3y+KMo3syul+Wtw8oXJKBICBl5/L7q8/kxpIjlNDJgow4gOS3neobZaUcsPzue5AN/HXUoNsq9ZaAmlSRMadc5iXwgHbEj36fh1rSqRWcC5LMkJ0Soze4Wbno38z89IaQ7cpd5Ty/8fmIkSUVAa0qkszFHytkKeRaezYMFrxQhVYaPjI2ZS7dUUOT8D1irL6suSCAGFuPwxlYa6iaNptdf0EQOHzubRzfL1uXYIsoYeUf179DrjPW+md73Gy4Yb1CgiQ3LJmrs6Vf479kzeepy7Cy6t64x/rKfCSg9mOkBmV8Uwu0yaROYLrEmcjM3GzKgz5T6sLRkp1LujZPu4FzinEG2wt1OzVLo/vtJQR6Ulm5l64qePNyWHA6PFIEn99vngVyVSlz6nOi9fIuK2qHWujOrEykiI7d+xJFFBFGlDBF0S1InTSJ/p8sofeCBRQ88ADZ116jvGEzaPWH2pAPhJCmYIlkO9koPRT3z6GqfxFfHHYM63P60958JK27L0TuTAvYLs+Zz9VHXU19m37Zmn9GC8LzUFmycwmT35jMpR9eys3LbubSDy9l8huTNQOQr3PqqE0V0bPIldFY2/Tci16338oZw3tzfckAnrpwOKnCQKSONN1koSwr/SxuVx/va3b8prSIYcC0PEG3IAimpEktm3yuBNZWrwP0CbyUlUOPR7TVGdWSTiSJITsljt+o/BQkmeKtEk886eaOVySuf1f5+cSTboq32jcktov2qhJkd5L398G7ZLIbbfapeW6kGVGtaGy1nF0M3s7ftFnv+sfk5dHTo45ZVLPDkGCr4hBFNTusf7YL/QJNtaleFxEmH2aIZIAaybGGTIMbNsCM9+Dsfys/VdIZDI0A1g3cm5WhfE6DvutDFo4kN+xYpggV7FhmnayaBs4o4giypIzp3d4A/oG2mm3ThCf7NuQM5VmR3Pavf8Me+Pxea9vaHduKwIUWujMrEymiE3Bfoqp0Uex7REvyoug2BJeJxA8Y0OXmZLUh30wiWc1GVbgqNLM+wY36WtDyUepsLKKzcQgxHrWwG8aN4IpRE/nwJ2ta5OrquF0PFTMBi6uOvoreKb3JceZQ21rLTctuYmQJzHoTXVW9pkRI8RMTU+WvP8sdSu6P1RT3yWRKUQ9a2t386QNtPyCVRAXLiNv1mzIjkGqZ5M6/ziWmqk53O69i4UCRs/0yEamTJrE8bwj/fW4hcnU1tXFJCIJAn9fXckatm7HnTgog7Gsq1lC4di9zg/qCGhMhWUOALVDOPPLrULIMsttJe9V4pPYsnD3+y+BdMqO2hCkhH6QOqIXclATL2UV1OwHI15CIN/N7k6qqgofUhFRVxfDiKfY/25EqC9KcVBjKaJEMUCMd7FqVTdco41uTEB9QhhcM78JR6eOMXP60PYEEg+OGoKVWEQhQx5x0D7w+Q2dAITTQHjINzpRhe/CmnjrUFU8q/6cWwPCLjefbFdg1ZLX9/O4Dr6Bwyj310J3GxlFEYYIoYYpinyFSJrlWJJL95aFVbyAVVgw7VZPOtk6JG0oG8J/SnylraPO8K5ITOzRA3c3qqndFbRxuSbbloWImYAHwxLdPeF8TBREZmdKBIg+eRYgYgEoqVg0QPKpqArXJMjuSTqNiUzxs+hZQZKL/cvpA6uUtIHTSXlVCbHppgB+QT0mvKGBeqt9UtsWyPCsEMnXSJIomTOC//5vL59++RWOqyHnAPeeKpDSIIYqF/vdk8Ya9XPmfdciJvRkj1nPTmv/5hAWWwYbHcyice5uXuDd//IlmX5BKlrTKxvzlzGUdifRwIQA4XMSkbOK4HVX88S13wD0NF0ZEtbhPJjmxg2nsSEOI0S7Lk2XlGXC7+phKxBv12dhZQAjrs91d/Q/hKKOBNZGFlB7KjbcjxLCvERTAVlr8Lq9cdj80Nwe+aKeXTC9wDkbDXnj1IkUJTgupPfUD7UGnwvZFcMFrsO0DhSDJQd8JDXth6d3K+C21dNUwPAR23KrB5vO7D7MykSQ6ZsbG4SxgRBGFBUQJUxT7FJEyybUikWw1GxUM1aSzvM7llTcemJnF/50+jsNzUzRNOs0yWmpgecdrLTz90afMnTqEMRY9VNaUrbLVByP5/VEvHehPjEJl0DcVCp75Ccidb0PlQNRMUaW0mj+tnIsYW09iT8/YHam0VZQgdWQjd6Z4yvBCMyqSIDLvyOncVrrAVNpczMigs7yc5pWlXgItu92axFpwODjvN3fybMzX1LcohGdrL5G2oDnkJfoyDG5J5s6Fm5DRV+4Tqyu9BsopEyaQ84xH6CBoO8PzwCdnrl7XiMGzMHtS/evctKwp5O1w5OPBmKg4RIE7phZxzTvWsov5Gj5MVmHXhNX2Z7twjEkvSxjkIxxlNBVWVt1P8ZQfRWJlvjvhF8Dm7F0JP4R+voKR4+7UeNWml4563B3LFLVBTaNZzzVrqdEeY/Ld5sF6r2J49486bwZ/8nQyXuHCqjKcClMi7od9nZUxIzp2oJcFDXcBI4ooLCBKmKI4pGHXsFM16Ry9Zz33Bcsbf7EA+ZobGf3780P2M1r1Dg4s/f1qxljwULHa5K4HWRRMA3hBAMHTvO929SMmZUOAlLTq8ZPeVEdt0kd8K15Iu6uf4ZjLC4ZxV/EMrvv2NdLaXbrbSbW17PnznwFFwS31tFNpeH9R4DXxU3ZziA7mjJrDnKVzdMdslVr5bNdnlBSWULqjhr31rYbKfSIgyzLld9+DmJKCWKkTYFlARiifsQR/H6VgYgsgyjKXfKYMrkXkbJEmA3XAAB+x7Bwem/Zb5i6JxZXyJoKfvHx6XA7/1+9aDju6WHMRwQ7CMWG19dkWHVByp6fEKgL9D5HylrGy6n4wlCB5AtjhhWPI273YoFwS8jo7Gd7aFjoGYNtLR3Qo/2uSJTMI8OEtMHiq8X3fVWou6tBSA2NvgTXzIyvpbTfjaUrEZTjuKhh46v7JvFgt9wwHXVnAiCIKC4gSpigOeZhlo9RsRntFBf9dsovja2q5ZdWLIdtltdYjPHAHdb0ySJ8c2nOlt+odXLbm71fz5c0T6W9Spmi13K8rUIP1pF3fUSlJ/NT3XWWegrbHT1XySzw15LcsLzjKcNzlBcNY0WMo52/9hOk/fkFqh68BSCvA7ywro+bfz4WMoyq7bbvzGsqOPZwcZw53nXAXrRtaNY/b0NbglXJvbhwM+JT7dK+B5/iulaWG52SG2mR728syFG+VuWRJYJldlV8/FvgEHvQQfC0d6em46+osExBQeuW0sjZ/P/NmkjovpLRsNWJME6N6H87I/BG6Cw/hQO1TK//73UqmyQOjPkdbZrxqiVVKvoYPk03yESlvGSur7pFcme8qTMqdzMslZW6ursV05nZ6ccIWvbDq/1Nhbbisfopghiowsng2uCx6r2lBEMPb/9fY5xOJBYwoojBBlDBFEQC9UqhDFQ0ffRSQ4bkZcHtCT70+ld1/+ztpJRM0r4u66v3i2s+468OVumVrwX41RmWKw3OHk5uYS0WLxT/cNhFIiL4CvqLqOyVYBzR7eTKbJG4rfZG7ikWWFwzTHDclwUFjqxtJEPnPoIm8dsQ4Ttv+FQXNVYzftZakTm2yowlZCb2a//E4s69yIIsChyUexhXxV2hv7vnDecfyO5jY4wJiUmvIrrAWWElhltRIKP1hm3tZz7IoZEniprc0rnGQkITVzFX6b39L6qRJOI8dQeMnn1gWWjESFrnp81k8NPYhbjzhVMvnFi6Cr75s0wDbFFetgD2rukY+IikiYWXVvTtX5q3CYrmTYbnk4VMp2fEX82PZyax0VfTC7B4l5Vqfh/99iknwZDwgrDI9WYLXLgYhjMzIgUSy9wUitYARRRQGiBKmKLwIJg9g3eTyYINbcrPu9adJuP1xIJAcOQz+uIkAVRWG6mIO0UGGYzCdDXplJz6ofjVGcIgOzj3iXJ5Y94TptirMyrtU6JmeqsF6o0cdWo88/nH9O6zoMRRJCO1jamz1yQSP2bOeK4JKHO1CILBHqLKlEuKN96lvr+f1nU+R2BNcnRJYUI3eMyCd5hTlGmjp3alPh/81UZUHnx/vRBLaNUvjlLhfQBD8Vt07ErnkY+0yO38hieY4mcOsCcmROmmS99m0KrRiJiwiIHBf6X2M6zUuolklfzR89JFSkhdEkNwVFd7+soh8D0WCfPzaTDRtljvplksCLHsqskIWdvp2tGB2j3oVmwt0aM3ZqjCFGcLNjBwIJHtfoTtVMKOIwoMoYYoC0A9W1FKoiAUrBwCW7FzCfSvu4fYH9pBAeM3yZjLY/j40kdiud2pvS9uBTgldCrx2Sgqf9WvxlsoYmZ6qZqGpBnxO9cYZWrWd9Tn9dbfTE1oIF+H2CG3uJVBlQITUvp6yI7J5Y6LIrDclXUn2xoTAa1OVmM7Tw86gNFUgAX2BhNbd/4fsTkKIaUSMreJo10dkNxkT9OxGmPtfC4GgTl+SFaGVNRVrDIVF/H3ELJfA2YDsdlN+9z3agg+ei1l+9z2kTNDO7O5zWFG5298KdpFCmOVOuuWSkZKYVmFFZlwTFu+RHVns4JJFSQp9pmOd0KHf0xmIaGbEEn5tCxhR7BdEjWujMA9WMDe5PFiglh1lbi2zb/jpBzMZ5JG90xjb8jNjf1nLsMptiEFytAKKbHewX40erPYxqRmjrKBel6xGuOLVRv7SdB65TqXExMz01Oq1CTapFYCspDgAQ6GFcGG3R0iFLArMnygiQKihr19fT05KnkeSXaQmyIaoJgUePEvk8usdtDw8h+Y/zeXPx1/BJZNuYXnBMDobizTNjeXONFp3X0hn45G4Xf3obDiS2IxVZAQpK4cLGaV07ecL/siKn+pwS/ZW2q0Ki3RVgEQPrtXfBGS2Q+DnG6UHt+RmVdkqFm1fxKqyVYo5anfh12SiaafcyQrUzEtqkGphakH4jfl6Y3rlxLt4j6zMedO78EgRLDgd3rhM+fn6jFDDZLWP045X3b7KjIRrJry/ESlz3CiiMEA0wxSFrWAlEpLg+wIBSl+echDAW3YUbpZCBmLz8zXVxVSopY03+13TyoQ05h05neUFwwL8akRZonmlec+YKltulAUwyhipJCHv2UU0n3MHV4yXKXKvBl62dN5G8DepVY/7tzOK+Nv7m8jZtqFLZXj+CKdHKBh63lT+fT3DJTd5zjxWDazQlGRHFMlz5nHU5N/y3ndlrP/h24BjqObGDo+5sdyZQrJ8BK4WX/DhcO5AjK2nLlzyR+A9rvRkuJZvT4HtK+hhU+LbKiHvLgESs4yt2XZ6YhWzi2fr2gd0Gb+W5vruKHfqjh4bvTG3vN/9/j96JYua8Hx641Lg5Nnw0a3mu0QiM2LmT3QwS3JH0hw3iih0ECVMUXQ5WDnQoBc8nTPgHO9r4WQpFNU4QVNdTIVeaWNWaz23lS7gruIZ7Bg8UvFh2rOebddY6xlT1aduXHqj7vzMVNTUErqc7Vt4oLE/zx09AiuEKbgsTYUM1DjT2Zjd1/uavxePKMJ/7/3adHwrUEvh5k8Uu2wKq3pTPZLxB0bE9PMSVYDmlaV0VlZye/zZXNv0JLIosqlQ3xhVv6RSxO0nu35pST8eWfK9T/47RrlRpmWCOlCvwCtHlPBtTn82ZvcN6CPzl663QprMfMQEBPKcPm+rSMOOcW0wjMQqVKXEbiVNEQr8VbPsisbWLsu0RxTdVe7UHT02WmN2t/+PYcmiHmRo3AN5RfumtNOMDEVSknt/Gcf+WhYwothviBKmKLoUrBxoMAqe/EUTrASqsigiSL7irVgTAQyj0ka1J+jW7R8w8N834frsU9s9YyWFJVx99NU88a22+IPVrFmGp4Tu1h9jWJCXR2dFhXY5JiA4nQguV6gEuKBQh6J77uTl/iM0g7wpRT2IP30ErI5AFitIYtsfaXFpCDGCLXNfWRRIOW40aZ4ei2DBkxzgpex05peIfNSnwbtfsDFqcZ9MeqQlUFbfqhfukJ+WwDXj+zMwP5k7F25ib30rcmeKdx7zdfqlrODn1DzN/jF1LrPfXE9KfCzH9csyDL7N5aB9JLE7YNe4VoUdsYpuQwQCf9Use2+9rzHObpaw23Ao9Gt1pwCCacmiAVxV3Z8ZMSND58yHj+aEvg/YluTe31mqX5s6YBT7FNEepii8wUpAl7o/BIEYkzK07obsdtO8spT6996neWVpQD+V2rvw3o/v8dev/6obPAX8btDPooiZCfR86EF6L1hAwQMP0HvBAvp/ssRQ+MKstFEAxKoKWlevDrtn7PJhl5Mak6W5q9WsWU18CjKwp7Gd+suu80xO+97LLhcCIIiBXxUxeXn0fPQR0idPYnS/LM44uiejNYLysedOwp2dE9ozZBFZV1xB5f3Xcc1VMawaGPhHTw3kZ4+azYdnf8i/Jv6L1LhU0zEFBPKd+d5siZoVDL53MdX1/P5/tSxIvJL7TryP5yY/x+KzFwdkKxyiwNypQzzjBh9HwdypQ3CIAlOKevDlzeP5z+XH8cDU6WTE5SAg6PZLWUGNSR9EnauD3/57JSfc9ymLN+w13FaVg1Z73FTkOfO6N0uDz7hW+SXoShr4RtkRqzhQoZpl+5Ml8GUJze5bt+PX1K8VDrrSX5Sc1z09XSpMBTuARbMi06OmErPgsVRituldGxPvAlRyPOwc5eev9bmMIuKIZpii8AYru6+/wZbJ5b6Ckdx56UAxpPzOKvT6WcwySXqwWrLoWrmyCz1jIu0V0yDj+RAlts2HGWfNlB4gkY3Zh3tf233kKMY9+kjI9Q3dWaE8yZMnk/Gb35BUPNLS8yA4HBz2l9vYc/31IRkULXlu345KRiHn2mvIdTh4cOeAkPus9tOM7TUWh+jguILjuHPMnZoZxmCo2RIr6mzxj7/MD/ddy1YJ2puqOa5vTgAxnFLUg6cuHB6SIcjXyBA4RIHR/bKALFIyb/FmdNQywcG7ZNKboN4JV70TT1ZLi+69rEoMLIc0gtUSPV056H0QdHiNay36RoFNsYqsiE01YnBLMncu3GS0ts+dCzcxcUj+/i3Pi5Y76SOs/qKgrFx3ZUasCHa4LPoVGBHDqHFsFL8CHBSE6aeffuJvf/sbn376KWVlZRQUFHDhhRdy6623EhcXt7+nd0ggnGBlX8BI7vyX667nv2c5KB9oP5BQy47UQHXILkhvggtOuJoTT/tDWOQw0iWLWgSsdEcNleUDiXFdSHzeQoRYn6CCW05m/sRGQzns+RNBSNgJnv6a3JQEUo9WvHqaS0vZfcONSPX6Ig1NH35I67ffknfrLZafifTJk1g383bi/vkg6e0+WbiGOCep7a7QUjQNkq4VyA/LGMaHiz8EfIbLIyvb+GfGlfyt5XXKWkONfvOd+QEldVYET8TKGpYv+RubCkWe3ZKGc+FZ/G3i/wUQjylFPZg4JN9WD0qwwacsCmwqFJA60mgrn8q8YTK3lS7QvZdPDztD0/9K8zSwHnzrykHvA1j1jVKxv8UquorSHTUhmSV/BBtc71dEy520YdsHyi8rB4oandXrabc/KJLqekbEMGocG8WvAAcFYdqyZQuSJPH000/Tv39/NmzYwOWXX05zczMPPPDA/p7eIQO7wUp3w4rc+YyP3ZQOcNgSArj66Kt5/fvXvdkKWRSoHpzP74tv5qQulB1Z7sMYVUz1vHmm42kRMNXoVkuJTYhpoHTg/zSzZv49QMLuRm9vjSprLjgcCKLDkCypsOvN1fDRRxS88gydfmSpLjaJfx51FoIg8ocgQ9vOzGwK596mKXzhH8i3tinX4sv/PkzuM+8gVtYASv/Rk3l5NF59JXtG9Ka2rZaM+AzykvJCsiVWs4Jqf5gQU09LxvNc804H/+R3Otkj6wgmgjvKRV5c6qC5sZ3lBXBX8Qyu3vAOma467z6q59PygmG2jrU/g28t1Uq9rJUV3ygVdsQqJHe4haHdByvG1Xa263b8msxQrcKuD5SalQNFhtxqv084/UGR8h0yk+SOGsdG8SvAQUGYpkyZwpQpU7y/9+3bl61bt/LUU09FCVOEYSdY6W5Y6QnKblTU4TYVmhMmNXi6fNjlXD7s8oiXHVktbUwqLg6rwR2CjW4Dldgczh8BAsq7/OWwvaTSIzig9taosKuCaMVIVC9DmNbRzK2rXuSu4hlcPPlWhlZtJ7Otkdr4FDZm9+WJgmFM0R4SUMQ9Hix9kCviriD7gVcQ2toC3u+sqCBx7j856dFHSJ10ke44VrOCan+Yelvj8xZyx8LhESmVCiCCfeGKUf5qaccxsvdNtK1ZQ3tFBTcu2cUXCYdZzixpYV8H390p+W1HrOJAJEyRNriOYj9Bt2SxJ0y+G5xZoVLndlTpwlWxsyLYIQggm3w2Jt9tnMmKGsdG8SvAQUGYtFBfX09mprHpZ1tbG21+gVRDg6J21dHRQUdHR7fOL4rwoN6Xjo4OWisqcMfHm+6T0yISb6JfogZPfx7xZ2/gdHTW0d6+BsktRSSgShw3jrxHHqbiwYcUQuRBTF4eubNmkjhuHJ2SRNac2ey5ebbyphaxmjObTkny9g6pOOawFAoz4ilv0FBlazuc2M4cREcDiPBjoe+tOM9hZHcqGfGDmDN9CBMGZgd+DrKyLF1vFe7aWhpKV+mKgchuN3v+8QCdcXGafUoy8IfvP2DtYUP4Pt9H/GKAu9/bwNgB2spuS3ct5ZZltxAnxUAmSPHxun1Qex54kISTTtIldbFHHYnQu7euUqCMQpa293LgPYoAxLbS4N7Cim1HerN0bsnNusp1VLVUkZ2YzVE5R4VNwo/tnQqkeuYgEzf8GOKA8wvLWfG/b017tIyQ7YzZZ99/6r2SkYnH92zVu+qZs3QO8okyY3uN7dIxTi44mQdPfJCHvnkooKcp15nLjSNu5OSCkwO+8w+k737DzzPKo5aXmsAxh6UcUPP+NcD28zLgFOg3CXaVQnMFJOVCr+JQotHRAR/eDqLed60AH85VxhIdShmene2DMfFeeOuPnl+CVfhk3z+NEJ+pzFsPBSMhrQ80lqFLzFJ6KNsdgs/xgfjdEoV1WL1vgizr6AkfwNi2bRsjRozggQce4PLLL9fd7o477uDOO+8Mef2VV17B6XR25xSjiCKKKKKIIooooogiigMYLpeLCy64gPr6elJT9ZV29ythmj17Nvfdd5/hNps3b2bQoEHe33fv3s3JJ5/M2LFjefbZZw331cow9erVi6qqKsOLEsX+Q0dHBx9//DETJ04kRhTZPu0M09X/Wb/X7mFKj0/n+uHXk+vM7dJqvxEe+/pt/vvjPGTR14MjSGn8pt8VXDd6uun+sttNy9pv6ayqIiY7m8RjjjYscVuyuZx7P9hCWUNoWVV+agKnFuXx7g9LaElZiBjj8w9Kd2Txl5QzKRIPMzxO46efKpkvi18LvebNC8kwLdlczl2fvsbR5S9y5SLzrN3Dx5zHlz2P1HzvkfOPpmSwr4xjTfkarv7kagCO/yGG8SPn0OfvdyMGleT5o8ddd5E6ZbLhHBo//TQkK1iTDC+PF/mmv3b20rVrBv867zxcMd95syj+ULOad594d5ezKMFwSzLf7KylqqmN7OR4RhRm4BAFlmwu58b/fQtoOrrwcND17E6se+tZXI8+TaafP5jWNX1iwhMMz+seQ1x/+H+3xMbGdvvx7EDrc52fmsDsUwbts/t1QGLLIlgyFxr9pNVTekDJnTDo1G49dLc9L5vegXeuNt/ujCdgyBn2t9eD5A7Nfu0qhVfONR/7gtegcLT5dpr3qwBK7uj2+7U/cSB/t0RhjoaGBrKzs00J034tyZs1axYXX3yx4TZ9+/pkc/fs2cO4ceMYM2YMzzzzjOn48fHxxGuUGMXGxkYf6gMc6j0quGmW0gMDIaVrsizzwmkO2kRJs3dh9uiu90gY4R/LXmPB9r8qZeB+r8tCBc9v/yuSAH860eSPUWwscaOPs3S8xRv2ctUr6zxnGkoQJxX1YN6yn5A5Aspu9ApCjN5RyeWrVpDT+iiqblyMjnR65uTJxAgCZX+/G3e5QYOup88qNUheXJnjWpz936Cyvg1HmzlhqnAk0ebWrgn56/tbmVTU01uaV91eTRsKOapKUMYW29pwGBCmhNxc08975uTJZJSU4Fr9De0V5czZfD/Ls2uRHaHzkmWQO9NIdQxiZN8sTn3rPlrR7gsSELj/m/sZf/j4iBL2WOD4I0ID6VOOPAxBdOx3E9SGjz7CeftjOAl8UrPa4PrX4MGzfCbE1e3V+/T72Oz7X1Vc3JfCN6cceRiTinraUlk85LHpXXhjBiElXvU/Ka931aPIIiIeL6TmgWShjzA1D2Jj7W+vi1jof1LgS32Ph+RMc1PivsdbU0McdgYMPf1Xq6QYjS0PTli9Z/uVMOXk5JBjsel69+7djBs3jhEjRvD8888jiuE3PUdx8MBM7vw3A0V+0mgo95eO7g60d3by4g+PgajtsynL8OL3j3H96DOJi+n6x8zIr0XFv7/8ye99RRBizJ71zCn9MGRbI6U7VS2xat7TVD3+eOiBdLy51DmKzh2IsfVs6W3uC2XmJRSs6uYvD/19T2UeutfEQ+rihx/NqrJVpgIfquBJEnDOkYl8tfTGEK8rlbO3lU/lwTOKWFe11tgDTJLI3LyH7/7zBEf0Py5iwbdRUB+OxHkk4VW3JJTWiyj3/eKPJVYNUIRIDiTJbyPPt+62VghHZfGQxaHs62NFiMHfo8nu9nZgqPAXpilxVEkxikMUB4Xow+7duxk7diyFhYU88MADVPqpeeXn5+/HmUWxL2Akd14C+8Vo85V1S5Eddbq9soIAckwdr6xbysUjuk7czPxaAKSAv6USsQk/csWG15T5BG/sYQJ6SneCw0HO1VcRP6C/ZW8udY4xqYqeuSwKzJ8oGvpCWfES8ld1C5CR9iMAmuPLMqXnF3Hl26faVmgrKSzh4bEPc8dXf6e+w2fsKHem4Ww8iwfOUHyYFm1fqztG8VbJT979KX7mqYgE31aC+v0ZfKvqlnqfDRFF3XLILqgenM/w3O4vx7MCI8+3kMUFu344UdjDoezrY5ekdAep8UfUlDiKKCzhoCBMH3/8Mdu2bWPbtm0cdthhAe8dhJoVUYQBI7nz/WG0+XODgdlpGNtpwd+7ZuteCKUF2ohJ2UB83kKK9tSS4zIoiZNlOsvKcK3+Rvfa2vHmUomN7JEtB0XiXM8Xaunks1nRMZRhldvIbGukxiMpHkyg/CWVg2WkAf45TeTCxWj7TjmXgitonq4KZi6dyUNjHzIlTeN6jWNV2Tes/PknpM5kivOP5bi+Od5sjV52pHirxKw3Q6+9XQ+rYNgK6vcTrMrTpzfB7z2S3/sbpp5v/osLW9+374cThT0c6r4+dklKd5OaqClxFFGY4qAgTBdffLFpr1MUUexL9E61ltm0ul0wtLxrkvqn0VY+lc7GIt39YlI2kNDzJcBntmqGb9Z+z0kG3ltWvblUYuN29UHqSEOIqUcQQn2hapJgc490hn3p5IUNd5PlZ8pamZDGvCOns7xgWIi5roqSwhIeGvsQD5Y+qMy/v8jXVzn0faeCICMjIHBf6X2M6zXOMGB3iA6OKyjmuALt89cyThUkmYs/VsiS3cyeEWwF9fvJbBqse1tdcMLVXTKKjiTMPN+8iwtvPEbSpjux7YcThT0cCL4+klv5uekdpT8o0gTCLknpblITLaWLIgpDRBuBfkVwS25Wla1i0fZFrCpbhVv9gxCFbVxw1FgEd7qumJwsg9CZzgVHjbU99pKdS5i5dGZIb4wYU09Cz5eIy1qCkm3yvC5LDKvcxrhfvmF425uIkowg+MxWzfDAqmoWb9hrvqEf3JLM1z9W8863u/n6x2rckkxxn0x6pCUgAB21SsZPvT6yKLCpUOTLISKbCkWO/uYobit9kUw/sgSQ1VrPbaULOH7PeiDUXFdFSWEJb017y/u7Ov5XQ5Xx9ciSd3tkylxlrKlYY+u8g6FmvMAnNjJ4l0x2o4G1iV9mzw4sB/U2x400nMeOICY/P7S5zwMZpYTwxNP+sG8nZgCrWbHOpc+g31eD0lcT/V7tOtS+Hf2iZ8UUNpy+HSvY9C486RHjeedqWHA6PFKkvB5JqCRl2DnKTzPyY3f7KKKIImI4KDJMUXQdWhkLK70cUWgjLiaGiwZcx4If/6orDHDREdfZFnxwS27uLb1X25jUo8YXn7uE2IxS2sqnUbxV5orv3ian1SNrvhqqPOVoqwZYF124c+EmJg7JtyQMsHjDXl0VtjOPr2bB948hxtZr7it3ptGx9zQuX/mOekoBUEUBrtzwDhfNutBQ1S0SpVz+RqfB8C+JNOqNUzNe6ufLambPLEgPFnboNFIttDFud0NwOMi7ZY5SIqgqoHjfVGhlsGDI/obVrFiMXGXw7kHcV3Ogobv7doyw6V3luMFGsdEsYhRR/KoRJUy/AqgZi+Ag3GovRxTaUCXDX/zhMWRHnfd10Z3ORUdcZy4proE1FWuMVdc8EGIaOKnpBW4qDe2TyWyEWW9KPHiWaEl0wS2IIWp0eli8YS9XvrQmhM6V1bdyzTsvkNjzJYSgbxU1Xm6vKqG9ajzDKrf7CJ4GRCDLVccxrXuAw3S3iwT0epDsLjCo/U5rKtbQmPY1vPuU6bGNgnQtYQcxI8N0TLNx9xXM1C33d59VMNSsWGd5uXbJoyAQk5mKM8dIiMCDg7Wv5kDD/hAjOJTV+aKIIoouIUqYDnEYZSzs9HJEoY0/nXgu148+k1fWLeXnhjJ6p+ZzwVFjw5YSN8p4+EOUZS5Zot0n4y/dfPVVDh48SwwRXahKTOfpYWewvGCY9zV/NTpQyu78palHFGboSpvLSMTnLVRCCh2Z9dj0VbRXjSezrVFjhFBYzZTkOHPY7dqtnZXTgYBAnjNPU6Et3AUGVXxEnjqcbY+8pRt8y4Ccm0n88KM156Yn7CDV1pqclCKjHmwkvL9gRzBkf8MsKwaQd+X/IWy73Xyw7uyr+bVhX4sRHMrqfFFEEUWXECVMhzjMMhb+vRz7WmluXyA46O8OP5q4mJiISIeDfsYjGGqfjB5U6ebBu2Sv6MKgn2XSG5zsrfstG7P7GarRaZXdZSbFUtPcoXk8h8d7SQ+CAEJsPQ7nDmriU3S384fVTMnMETOZtWwWAoIl0qT2Gt2sodBmtsAAmC4wGAXfambvoRPq2Pn2qSEZK0Nhh4CD6AT1OqVu++JzoDlNi4IhBwJMs2IlE+CRed3jhxOFPvalGMGhrs4XRRRRhI0oYTrEYTVjYXW7gwlGvTZGvTH7E1qqa1qw2iejbicLApsKBVp3n0Nn7ICAbYLV6PTK7vTIEoAQYy1rJMQ0sjH7SCoT0shqrddWnbGZKRnba2xAD5GKfGc+p/Q5hUU7Flk2NrZSEmllgUEv+PbKnQ8UETQyVqbCDh440tNx+2WcjErdDsbPwf6CaVZsf/XVHGg4VH2oDgR1viiiiOKARJQwHeKwmrGwut3BAqNemytfWsNTFw4/IINFf58hI1hVwPNuFxzfBUFVo3NLsm7ZnRH8vZfMtpMEkf8ddy5XL33WdqZED/49RMEiDdcPv96ysXF5s7WVYyvbpU6aRPzJJ3P1Q+OJqa0LkTvXKom1WoaYO2cOsXl5mkG9fzbpp6pmHl7yQ8j+B/rnYH/CMCsWNflURBEOVR8qVZ2vQU81NJpFjCKKXyuihOkQh1nGwqiX42CFUdDvadu1pQq3rxGsuqaFzb0UBbwsHflqCSWbsblX4LvxeQvpbByCvwTEH07q4w2aS3fUBGQirCLYeykYsgwpMdnccfpUGuUfyU4fROv4a0l54tUA9TcpJ4Oet/4lLFEAPQNjO8bGtW0mfUI2tlu8YS9/+fAdWgsaoEDbwSG4JNZqGWJsXp5mUK+VTdI+7oH/OThg0dW+moM5O6MqyB2qPlQh6nz++JVlEaOIIooARAnTIQ7/jEVwj4dRL8fBDLOgXwbLqnD7C2rG5F/f/Ysn1j0RuoH4/+3de1iUdfo/8PczgJziLDAjIWJ5gFAExUxsV0WFSkrT9MumSdnB1BTRXdF1Q3dd8ZCHXKst+2FaepUmpZUSB3Ur8oAaHpLcUBFXOSkKCHKamd8fOCMDM8MAM8yB9+u6vGTmeeZ5PgPPwNxzfz73LcL2sUB8ilTjOplPxqr2I2q6jkha/Yjy/v1nCvGXqABYiYQWhR90J0JtcTTsfD5TW2ZdADCp33h8cOk1lSDQ9Q1n9LnqjG63797PwJTDtWwtoo6UY5TvmE5ba6PgZqtbJbrW9lNkOK2cb8Feh+MppsTqVK1Nw3RFTVlVTczhdWAQMilw5VjHApb2rqsx5+xMV6kgp8gift+swEdXyiISUQtsXNsFKDIWXg5eKvd7O3hbZElxXd/0tz846BxWIivMGjQLG0duhLeD6px5bwdv/N8bm/Dw5ndh7a26rcwJWP984zoZdZqvN1K8aQZUCz9o4+7YTeW2m4MNGiqDUHN9GuQNLirb5A0u+KP4Bey4sL1FxuxOfQWye1SrNJwtqy3FrvyVmP75xxix5lCbm+p2hLejbmsTtO3XNMOp61RFxZRYRcGIxhtqyg1C/XTF9k6lBEz/daB37w9rbES6d6bhGpKqo8jONK/CpsjOdMYYOqItFeTMXeCzwOxjjV8/9x4w41sg7hyDJaIujBmmLkLbGg9Lo+ubfl33MzatPzs/KBep/zfvGFZf+lBlnYw66t7EK940D/V3h8TFDkXlNZrqgEHsYocj8X/A2QNHUHmjCE49xAgZPwoZF0ux4hs7FOYFwsrhCgTrSrjZeiBx7FPYdHGmzmW/FQkzW+9vUJQXqNe1Ns2bwTYvc62Ywqqt8IPYQax1CmvTDGdrUxXVTYltTw+j9k6lBMznddBhvx1o/L+yWQDeGdPJLCE709UqyCl+DoHPATY2xh0LERkdA6YupC1rOcyZrm/6FVXhzIG2n51ikfrAsMG4tXc/UF0CdW/M5PLGbI+02r/FNsWbZiuRgMToxiBFQx0wrPa8iYLIcXioqAiKmhJX3hVj+NIl+Gnx2PsFB0KV5atPl5xE8S9texOlmD4ocrgCWfUjellro64ZrLVYrBKENJ3CqmnNX2tTWFUzNpqnKiqoO15bexi1J0tkjq+DdpNJgYxEoPcKNRs7IWCxhP4+rCBHRF0Yp+SRWZDK5Dh66Rb25VzH0Uu3IJVpzlYo3vQDGpftKqvCWRLFm33gwfo0BcVymNriaDR92QtoLDHd9E1zVJAEH0wLhdhFNfMgdrHDJ4/ehdf6FS1KXzcUF+P6/DhUZaTjiUc88NwgHzzxiAesRILakvWCTI7AqzKE/ypD4FUZBA0/T8G6UmWtTXspmsFqGndFWpryvjF+Y/DOH99psU5J7CDWaQpr84yNpqmKbt28tB5PEQi7jH8Gjo8P1Vo1sK1ZIkt+Hah19eeWmSUVBp5OZgnZGUUFObVlZtB4v7MPK8gRkUViholMXnv6yCje9Dd/nNjC+89oqrAnb3BBbXE0GiqDlPdpe9McFSTB2ECxSrPTsJ4uuDJ2LBrUFSO4nz4pXpUEp4gIlTf3zUvWD70oQ2y6TKXx7s0m/YlUDttk+mB719pobQarZtwZVzOwNnutSiU8N1s3/Dnszzqt91OX4WyoDEJDZeNURZF1JVxtPZAx/1V0s9bPr+DWsqrNWfrroAVjByyWkJ1pUUGuC/ehos5hzhUlyeIwYCKT1pF+Sure9Hd21TVjULfmqbRUgn98exGF0D14tBIJKtXTqo6f0N5UVS5HQ1ERqk+eUil53bS0fdhFKRamyFo81L0SWJgiw/rngRP9RGqnD7Z3rU2rzWCbjPuouELtdLw7tXew6D+LsEFoPcOkeVqjCLLqRyAD8I9poXoLlrSf80FgHDemL3p1d0B3R1tAAG7ercXRS7e6xGvC6AGLSn8fDROFzaG/D/tQUWcx54qSZJEYMJHJ0kc/peZv+ruKFmuexEDkYz4dCh51barafD/FVMGFhxYgNr0xWGp+VhEay6HHpsuQ/Whj0QrF9MGOrrXRddx1JcVYXfCu2rVL6prMamOMDKcu50w9X4hFX55pU7bWIvgNB5y0PT8DByyWlJ3paB8qotZYer8vMksMmMhkWUI/JVPSkeBRLpWi4eZNnfZV13x1jN8Y/MtjNrpXbtb4OBGA7pVA/3xHnLZ9Hg2VQXpZa6NrM9gr1re1Vsdr3mS2NfrOcEpl8laPpe2cHcnWmj2RFTBmBXAZMFpDUkvKzrS3DxVRayyhoiRZJAZMZLIspZ+SuVNXXU4tLU1VASBY1BPa6oQp2F9+Bg0PN6610kdGRtdmsEWPugMlrR9PXRELTfSV4WzLOj5159RHtrbxOFLzbU3Q/2ng8gHASQyUX3lwf2cGLMzOEGlnCRUlySIxYCKTpXnNikzZ50fe4ITuD1l+qXRjUVSXUxtoNKWlqaqCrpmeuZOewPP+gXpbc6ZoBnt9ftyDJk9qxn3HyU39AZppXsTC0PSRGdJHtjYtPw0rj61UKYbh7eCNhKEJ5tX8evYx4Ea28QKW+9kZZcbwbFGXWV9J1CpjF2gh0oABE5ksdZW/rJ3Ow9b7G4hsypX7Jf6yHwk2ZvamrQ10mYplCFqryzWjramqgq6ZniHPjtZaQrs9dGkGGyqTKotTaOrB1LzJrKHpKzPU0WzthpMbsO3XbS3uL64uRvyReJ3KrZsME5hO1p7Kn0RdgrELtBBpwICJTFbzyl9WTudh5/NZi/1KqkvM702bjoz5xqrV6nL3eSUkwH36NK1BjlQmxenS06iaGQmvf26HoCXTo+9gSaG1ZrBNm9YKEFSCJkVfq9aa1nZU8+BYJpPrZR2frhUG1e2Xlp+mNlh6MAa5zsUwSD8ZQyKLZSkVJcniMGAik6ao/LX8m/Oo9PwGgPK9tVJbK5iZC2O/sdK1upx19+5ag5yMqxkqfaGGPi/CzAzAreLBM9MlQ6UPimawmmjqY+Xt4I3FQxcbNCBXFxy72tvo9NjWMkit9WnSVIlQKpNi5bGVrZ6/LcUwujJ9ZQyJWmWuPYwsqaIkWRQGTGTyooIkcHW/htfSyzXu09YKZqZE3ZQ7AEZ/Y6XrmiNt+2VczWjR1+hEPxFO9gECrgl4q+c0DAoYrZLpMTZ1fawMXdxAU3B85169To9vLYOkS58mdZUIT5ecVlmzpE1bimF0Vaz8SZ3C3HsYWVJFSbIYDJjILJTV6FbS2tzetGmacvd/YT2N/sZK1zVH9iGDGpvaNpvmJpVJsfrEarXrgWQi4IKfCMsdMpEa9mcIJvZpYYs+VgakLevQmrb0qGpPb6i2vJ46uxiGOWLlTzI4S+lhxIqSZGIYMJFZ0PXNmCm9aZNLpRrXywDap9xtzPivTucw5BsrXarLOT/zNC6Ni1QtpCAWw3vpElwc6KbXvkaWqrWsgybt6VHV1t5Qur6e3GzdOrUYhrnqyFoyolZZWg8jEyjQQqTAgInMQqhXqMlVMNNGXe8iRSDhPG5cq2sZ1BHJZXjs5mW411aizNYJv3bvbfA3Vtqqyzk/8zTKkre1yD41FBfj+vw4VC19SadzmFtWUN90DXpd7W1Upui1t0dVW3pDKV532gJfAFg2bJnFrB00pPauJSPSCXsYERkMAyYyC6ZQwUxXmnoXKQIJvLsJvz4yuE1ZheE3zmHW2a/hWfNgHVeZgysCRq8AHjFsoQR11eXsQwbh0rhI9VP15HJAEOC59RsIL8shbyX7YUpZQWPQNeh978VQiAShU8vLN33dqfugAgBefuxljOvVtmuwteyrpWrvWjIinVhwDyOpVIr6et3WdHa2+vp6WFtbo6amBlKp1NjDoWZsbGxgpYe/LwyYyGwYs4KZrrT2LrofSBSvSkLJhu06HzP8xjn89UTL/d2q76AwLg6idzd1enW5quMntJccl8shKinD8NLu+Nm73Cyygsaia9ZhWG8Po7yR1vS6c7dzx18f/2ubg6XWsq+Wrj1ryYh0YoE9jORyOYqKinDnzh1jD0UjuVwOsViMa9euNbbMIJPj6uoKsVjcoZ8PAyYyK8aoYNYWrfYuksvRUFSEHlcv6nS8BaN7Y0hCY1nn5i9zxe3iVUlwiojo1E/odS05Pt3rGfyMXSafFTQmc8g66Ot1p0v2VRk0mWtZZB20dS0ZkU4ssIeRIljy8vKCg4ODSQYkMpkMd+/exUMPPQSRSGTs4VATcrkc1dXVKCkpAQBIJO3/QIoBE5mdzqxg1la6BhKPWtdC4mLfalbhFecK/K/6juYD3Q/Aqk+e0tpfSN90LTk+KGA0NoiHmHRW0BSYQ9aho687XbOvThEREC5+Z95lkXXQlrVkRDqxsB5GUqlUGSx5eJjua0Umk6Gurg52dnYMmEyQvb09AKCkpAReXl7tnp7HgIlIj3QNJLp5eSEx2rfVrIIs/7ROx9M1UNMXXUuOOwwZjDFWViadFTQVlp510DX7Wr13MxwvrIDZl0UmMgYL6mGkWLPk4OBg5JGQuVNcQ/X19QyYiExBWwKJKCurVrMKVVW6N4/tzIX0upQc9166RHl+U84KmhJLzjroGtQ3HPkI8LKQsshExmBhPYxMcRoemRd9XEMMmIj0qK2BRGtZBV0DMOntMuRFjOnUhfTaSo53lQX8pDtds6/Wcm1NqlkWmUgn7GFEpFecbEmkZ87jxsHn3U2w9latRGTt7Q0fNRXtFFmF5wb54IlHVCuhKQKwxhvNPiFp0jz2+oL4FtOdFAvpK9LS9PTMWnIeNw6PZmag5/bt6PHOO+i5fTsezcxgsEQtKIL/FtexgiDA2sMFDp51rR/MDMsiExGpIwgCvv76a70fd+TIkYiLi1Pe7tWrFzZt2tShYx45cgSCILSpauGUKVPQs2dPZGVlYdq0acjOzu7QGIyFARORAegzkNAWgPXYuAEV3x3QvJAejVX05AbsDaEoOe4y/hk4Pj60S/TTobbTJfj3fjMGgi5/lcyoLDIRdT2xsbEQBAGCIMDGxgbe3t4YO3YskpOTIZPJVPYtLCzEU089pdNx2xJcpaSk4B//+Edbh67V8OHDUVhYCBcXF532r6ioQH5+Pj799FPExcWhuLgYoaEdbyUyb948DB48GLa2thg0aFCHj6cLTskjMpDmvYs6Ql3zWIchg3VfSN/JVfSI1Gl1GueYCGDTvy2qLDKR2bKg0v5SmbzTC+pERUVh27ZtkEqlKC4uRmpqKubPn48vv/wS+/fvh7V141twsVis1/PW1dWhW7ducHd31+txAaBbt25tGq+zszNOnDgBAHrPLL3yyis4fvw4zp49q9fjasIME5GZUJfJ0XkhfSdX0SPSRGv2VVEWGYDGzmNmVBaZyGxd2A9sCgK2jwf2zmz8f1NQ4/1mJvV8IUasOYSYrccw//McxGw9hhFrDiH1fKFBz2trawuxWAwfHx+EhoZi6dKl2LdvHw4ePIhPPvlEuV/TrFFdXR3mzp0LiUQCOzs7+Pn5ISkpCUDjlDoAmDhxIgRBUN5evnw5Bg0ahI8//hj+/v6ws7MD0HJKHgBUVlYiJiYGjo6O8PHxwXvvvafclp+fD0EQkJOTo7zvzp07EAQBR44cAaB+Sl5WVhZGjhwJBwcHuLm5ITIyErdv3wYApKamYsSIEXB1dYWHhwfGjx+PS5cuqYzp3LlzGD16NOzt7eHh4YHXX38dd+/e1fq93bx5M+bMmYPevXtr3U+fGDARmTGdF9LruJ+5k8qkyC7KxoHLB5BdlA2pzHBTEan9tE7jVJRFdm7We8q5B0uKE3WGC/sbS/g3LUsOPCjtb0ZBU+r5Qrz52WmVSrQAUFRegzc/O23woKm50aNHIzg4GCkpKWq3b968Gfv378fu3btx8eJF7Ny5UxkYKTI027ZtQ2FhoUrGJi8vD3v37kVKSopKwNPcunXrEBwcjF9++QUJCQmYP38+0tPT2/18cnJyEBERgcDAQBw9ehQ//fQToqOjIb2/DKCqqgrx8fE4efIkMjMzIRKJMHHiROW0xKqqKkRGRsLNzQ3Z2dnYs2cPMjIyMHfu3HaPyVA4JY/IjLWljLmly7iaobZBbsLQBDbINTfqyiL7Pg5cOw6c+9LspwcRmSyZtLGHk9opseZV2l8qk2PFNxe0PROs+OYCxgaKO7XfXf/+/TVOIysoKECfPn0wYsQICIIAPz8/5TbP+x98urq6tpgWV1dXhx07dij30SQ8PBwJCQkAgL59+yIrKwsbN27E2LFj2/Vc1q5diyFDhuD9999X3vfYY48pv540aZLK/snJyfD09MSFCxcQFBSEXbt2oaamBjt27ICjoyMAYMuWLYiOjsaaNWvg7W0661WZYSIyYzotpG9SxtxSZVzNQPyReJVgCQBKqksQfyQeGVcz9Ho+uVSKquMnUP7td6g6fsKgRTW6LEVZ5AGTgXu3gc3BFjE9iMikXf25ZWZJRZPS/ibuxJWyFpmlpuQACstrcOJKWecNCoBcLtfYFyg2NhY5OTno168f5s2bhzQdq9z6+fm1GiwBwBNPPNHidm5urk7nUEeRYdLk999/R0xMDHr37g1nZ2dltqygoAAAkJubi+DgYGWwBDQGdTKZDBcvXmz3uAyBARORmWtrGXNLI5VJsfrEasjVfI6ouG/NiTV6m55XkZaGvIgxKJgxAzcWLULBjBnIixhj0PLtXZoFTQ8iMnm6luw3g9L+JZWag6X27Kcvubm58Pf3V7stNDQUV65cwT/+8Q/cu3cPU6ZMweTJk1s9ZtOAo71EosaQQN5ktkp9fb3Wx9jb22vdHh0djbKyMmzduhXHjx/H8ePHATRmxMwNAyYiC9CV+yGdKT3TIrPUlBxyFFUX4XTJ6Q6fqyItDdfnxxml51WX1Or0IDROD9IUDMukwJUfG6fxXT1qqFESWQ5dS/abQWl/Lyc7ve6nD4cOHcK5c+daTFVrytnZGVOnTsXWrVvxxRdfYO/evSgra8yC2djYKNcHtcexY8da3A4ICADwYMpfYeGDdV3a1kMBwMCBA5GZmal2261bt3Dx4kUsW7YMERERCAgIUBaDUAgICMCZM2dQVVWlvC8rKwsikQj9+vXT+Xl1Bq5hIjJjLUqlhoV16lxsU3Dz3k2d9iut7lilQLlUiuJVSZp7XgkCilclwSkiwuKnQHaatkwP8n9SddOF/Y3BluLxIjsg+CPgtwPAgOcMNmQis+Y3vLHAigWU9h/q7w6Jix2Kyms0PROIXRpLjBtCbW0tioqKVMqKJyUlYfz48XjppZfUPmbDhg2QSCQICQmBSCTCnj17IBaL4erqCqCxUl5mZibCw8Nha2sLNze3No0pKysLa9euxYQJE5Ceno49e/bgu+++A9CYLRo2bBhWr14Nf39/lJSUYNmyZVqPt2TJEgwYMACzZ8/GrFmz0K1bNxw+fBgvvPAC3N3d4eHhgY8++ggSiQQFBQXK9VMKL774IhITEzFjxgwsX74cpaWleOuttzB9+nSt65fy8vJw9+5dFBUV4d69e8rALjAwEN26dWvT90RXzDARmSljlUo1Nd3tu+u0n6dDxyoFtqXnFelJe6cHaZrGBwBfvcFpfESaWFBpfyuRgMToQAAanwkSowMN9iFjamoqJBIJevXqhaioKBw+fBibN2/Gvn37YKXhQzUnJydlIYWwsDDk5+fjwIEDyuly69evR3p6Onx9fRESEtLmMS1cuBAnT55ESEgIVq5ciQ0bNiAyMlK5PTk5GQ0NDRg8eDDi4uKwcuVKrcfr27cv0tLScObMGQQHByMgIAD79u2DtbU1RCIRPv/8c5w6dQpBQUFYsGAB1q1bp/J4BwcHfP/99ygrK0NYWBgmT56MiIgIbNmyRet5X331VYSEhODDDz/Ef//7X4SEhCAkJAQ3bmj7gK1jBLlc3cellqmiogIuLi4oLy+Hs7OzsYdDatTX1+PAgQN4+umnYWNjY+zhtIlUJsXpktMorS6Fp4MnQr1CYWWgPyqKUqnNX7yKX/sfTAtFVJCk+cMsiuJaiYyKxPj941FSXaJ2HZMAAd4O3kidlNqhn0f5t9/hxqJFre7X45134DL+mXafh5q48mNjgYfWzPj2QYZJJm0sCNEsWKoX2eFA8Ed4+swbsHnIHYg7ZxZv+sg4zPlvUbs0b1JbdQtIW6L6OnL2aQyWOqm0f01NDa5cuaLSW6g9Us8XYsU3F1QKQEhc7JAYHaiXv5MymQwVFRVwdnZWBjZd0bVr1zB9+nRlzyZTou1a0jU24JQ86nIM0fG7M0tam2qpVGOxElkhYWgC4o/EQ4CgEjQJ90PIxUMXdzh4Zc8rI2jP9KCOTOMj6oqaT18FGl9XkUmAg8eDIMpMS/lHBUkwNlCs97/79EBeXh5qa2uRnZ2N27dvt3mqoDkwm1D42WefRc+ePWFnZweJRILp06cbNPVGlskQ09g6u6R1R0qlSmVyHL10C/tyruPopVuQyiwjwTzGbww2jNwALwcvlfu9HbyxYeQGvQStip5XLcq3KwgCrMXiLtHzqtO0Z3qQBVX5IjI4bVUo98Q2lvQfMLnxwwUzDJYUrEQCnnjEA88N8sETj3gwWNKzVatWITQ0FKNHj1aut7I0ZpNhGjVqFJYuXQqJRILr169j0aJFmDx5Mn7+2fR7AZBp0DSNTdHxuz3T2ForaS1AwJoTazDKd5Tepue1t1SqoaclGNsYvzEY5TvKYNMiFT2vrs+Pawyams5m7kI9rzpd4LPAlB3qPwFXNz3Igqp8ERmUBTWpJeNKTk5GcnKysYdhUGYTMC1YsED5tZ+fHxISEjBhwgTU19d3jfnF1CGGmsZ2uuS0ziWtw8RhbR63Ou0plWqIYNEUWYms9PZ9Vsd53Djg3U0oXpWkUgDC2tsb3kuXdIky7kYR+Gzjm7amayw0TQ/SaRqfj1lU+SIyKE5fJdKZ2QRMTZWVlWHnzp0YPny41mCptrYWtbW1ytsVFRUAGhdzttaMi4xD8XPR98/nxJUylN29B1stH5KV3b2HY3klbSoxWlJZAlvY6rRfvYd+nlPIw07wc7NFcYXmUqneznYIedgJ9fX1kMrkSPruV3SzUj/9TgCQ9N2vGNnHvKYp6HqtSGVSnCk9g5v3bqK7fXcEewZ3KOtkP2oU/P7wB9z7JQcNN2/Cunt32IcMgmBlxd8rhvbwsAdfS2WN/9QZu7qxGh4ARdBUL7J78P/YJO2Pp65NJkV9fmODzfrLPwO9HrfMDEtFcWO5fV32M8Lvtvr6esjlcshkMshkpvtaVdROU4yVTI9MJoNcLkd9fX2LCoW6/t02qyp5ixcvxpYtW1BdXY1hw4bh22+/hYeHh8b9ly9fjhUrVrS4f9euXXBwcDDkUImIiIionaytrSEWi+Hr62uw3jrUNdTV1eHatWsoKipCQ0ODyrbq6mr86U9/arVKnlEDpoSEBKxZs0brPrm5uejfvz8A4ObNmygrK8PVq1exYsUKuLi44Ntvv4WgYRG2ugyTr68vbt68ybLiJqq+vh7p6ekYO3asXqdanrhShle2Z7e6X/KMsDZlmKQyKSbun4ib1Tc1lrT2dPBEyrMpei8xnpFbjNUHf0NRxYM1SWJnOyQ81R9jAh6szzhwrhB/2Xu21eOtnTQQTw9o37S8I9eOYMOpDSrNYT0dPBE/OB4jfUe265itae1aOXLtCJb+uLTFz0VROW/Vk6sMNjYyETIpcO0EUFWCejtPpP92R++/W8iC/HbgfmZSjnqRHdIHbMbYc/NgI7v/PmLih0D/p406RL2SSYH3hwGVRdA4fdVJAsw+apQMW01NDa5du4ZevXp1qKy4ocnlclRWVsLJyUnj+1EyrpqaGuTn58PX11dtWfHu3bubdlnxhQsXIjY2Vus+vXv3Vn7dvXt3dO/eHX379kVAQAB8fX1x7NgxPPHEE2ofa2trC1vbltOlbGxs+AfTxOn7ZzTsUS+4P2TfasfvYY96tWlamg1ssHDoQsQfiQcAtSWt44fGw85W/7/snxr4MMYF+bRaKtXLxRG10qb3yWDlcAWCdSXkDU6QVvsDEMHLxbFd3/OMqxlY+OPCFoHJ9errWPjjQr1VqdNE3bUilUmx5tQa1EB9gQwBAtaeWovRvUYbrFcWmQIb4NE/NH5ZXw/8doC//0k9mRRITwBk91TutpHVwEZWA0AA0pcAj423oOl5NkDk3xur5AFQDZru/82IXAEY4O+XLqRSKQRBgEgkMun+RoppeIqxkukRiUQQBEHt739d/x4YNWDy9PSEZzt7ligu0KYZJCJNFB2/3/zsNASo/bPQ7o7fipLW6vowLR662KDBgqJUqjZD/d0hcbFDUXkNrJzOw9b7G4hsypXbZfUucKh8HkP92/7JqTGqBOrCGMU4iMiMddUCCG2tQknURZlFKHz8+HFs2bIFOTk5uHr1Kg4dOoSYmBg88sgjGrNLRM1FBUnwwbRQiF1UPy0Tu9h1uErcGL8x+H7S90iOTMaaJ9cgOTIZqZNSDRos6UoRLFo5nYedz2cQrMtVtgvW5ahx34bD1zLbfOy2BCadqenUQH3sR0QWriv37wp8Fog7D8z4Fpj0/xr/jzvHYKmTCIKAr7/+Wu/HHTlyJOLi4pS3e/XqhU2bNnXomEeOHIEgCLhz547Oj5kyZQp69uyJrKwsTJs2DdnZrS+PMEVmUSXPwcEBKSkpSExMRFVVFSQSCaKiorBs2TK1U+6INDFkx29Dl7TuiLGBXhCfTUV5HVr0/xQEtDsTZKqBiaeDbplrXfcjIgvX1ft3iawsK3NmZLGxsdi+fTuAxuIV7u7uGDhwIGJiYhAbG6syda+wsBBubm46HVcQBHz11VeYMGFCq/umpKToffrx8OHDUVhYCBcXF532r6ioQH5+Pj799FPExcXB1dUVoaGhHRrDmTNnsHr1avz000+4efMmevXqhVmzZmH+/PkdOm5rzCJgGjBgAA4dOmTsYZCF0GUam6U5XXIa5fU3WwRLCu2domaqgUmoVyi8HbxRUl2isRiHt4M3Qr069oubiCyETv27erB/l7mSSXXr46ZHUVFR2LZtG6RSKYqLi5Gamor58+fjyy+/xP79+2Ft3fgWXCwW6/W8dXV16NatG9zddS9gpatu3bq1abzOzs44ceIEAOgts3Tq1Cl4eXnhs88+g6+vL37++We8/vrrsLKywty5c/VyDnXMYkoeEXWMoTJBisBE0BCJCRAgdhB3emBiJbJCwtAE5RiajwkAFg9dzIIPRNRIZAVEKar2Nv99dv921GoLKvjQhVzYD2wKAraPB/bObPx/U1Dj/QZka2sLsVgMHx8fhIaGYunSpdi3bx8OHjyITz75RLlf0yl5dXV1mDt3LiQSCezs7ODn54ekpCQAjVPqAGDixIkQBEF5e/ny5Rg0aBA+/vhj+Pv7K6vANZ+SBwCVlZWIiYmBo6MjfHx88N577ym35efnQxAE5OTkKO+7c+cOBEHAkSNHAKifkpeVlYWRI0fCwcEBbm5uiIyMxO3btwEAqampGDFiBFxdXeHh4YHx48fj0qVLKmM6d+4cRo8eDXt7e3h4eOD111/H3bt3NX5fX3nlFbz77rv44x//iN69e2PatGl4+eWXkZKSou3H0WEMmIi6AENlgkw5MFEU4/By8FK539vB2+CV+4jIDCkKIDg3W8/q3KPxfq7pMT8X9jdWAZ2c72UAACnFSURBVGxe0KOisPF+AwdNzY0ePRrBwcEa39xv3rwZ+/fvx+7du3Hx4kXs3LlTGRgpMjTbtm1DYWGhSsYmLy8Pe/fuRUpKikrA09y6desQHByMX375BQkJCZg/fz7S09Pb/XxycnIQERGBwMBAHD16FD/99BOio6MhlUoBAFVVVYiPj8fJkyeRmZkJkUiEiRMnKgu3VVVVITIyEm5ubsjOzsaePXuQkZHR5kxReXm5QTJqTZnFlDwi6hhDTlEzZpVAXcY2yncUTpecRml1KTwdPBHqFcrMEhGpF/gs0P8Z4HIW8Ott4E97gN7hzCyZI5m0sfqf2imWcgACkJrQ+PPuxJ9v//79cfas+t6IBQUF6NOnD0aMGAFBEODn56fcpqgq7erq2mJaXF1dHXbs2NFq5enw8HAkJDR+yNm3b19kZWVh48aNGDt2bLuey9q1azFkyBC8//77yvsee+wx5deTJk1S2T85ORmenp64cOECgoKCsGvXLtTU1GDHjh1wdHQEAGzZsgXR0dFYs2YNvL1bXzP4888/44svvsB3333XruegKwZMRF2AIhMUfyQeAgS1/aI6kgky5cDElItxEHUaI6zhMFsiK8DvCeDXA43/8/tknky0VLxcLtfY4DY2NhZjx45Fv379EBUVhfHjx2PcuHGtHtPPz0+nNj3NK0s/8cQTHaqcl5OTgxdeeEHj9t9//x1vv/02jh8/jps3byozSwUFBQgKCkJubi6Cg4OVwRLQGNTJZDJcvHix1YDp/PnzeO6555CYmKjT96kjGDARdRGGzgQxMCEyURf2a+izs4bTzMhymWip+NzcXPj7+6vdFhoaiitXruDgwYPIyMjAlClTMGbMGHz55Zdaj9k04GgvReU+ufzBB6r19fVaH2Nvb691e3R0NPz8/LB161b06NEDMpkMQUFBqKur6/B4L1y4gIiICLz++utYtmxZh4/XGgZMRF2IKWeCiMgAFGs4mk9LUqzh4NocslQmWCr+0KFDOHfuHBYsWKBxH2dnZ0ydOhVTp07F5MmTERUVhbKyMri7u8PGxka5Pqg9jh071uJ2QEAAgAdT/goLCxESEgIAWtdDAcDAgQORmZmJFStWtNh269YtXLx4EVu3bsWTTzZm8H766SeVfQICAvDJJ5+gqqpKGfRlZWVBJBKhX79+Gs/766+/YvTo0ZgxYwb++c9/ah2jvjBgIupimAki6iJMdA0HUacwcqn42tpaFBUVqZQVT0pKwvjx4/HSSy+pfcyGDRsgkUgQEhICkUiEPXv2QCwWw9XVFUBjpbzMzEyEh4fD1tZW5/5NCllZWVi7di0mTJiA9PR07NmzR7n2x97eHsOGDcPq1avh7++PkpKSVjM3S5YswYABAzB79mzMmjUL3bp1w+HDh/HCCy/A3d0dHh4e+OijjyCRSFBQUKBcP6Xw4osvIjExETNmzMDy5ctRWlqKt956C9OnT9c4He/8+fMYPXo0IiMjER8fj6KiIgCAlZWVTtMS24tV8oiIiCxRW9ZwEFkaI5eKT01NhUQiQa9evRAVFYXDhw9j8+bN2LdvH6ys1J/TyclJWUghLCwM+fn5OHDggHK63Pr165Geng5fX19lFqgtFi5ciJMnTyIkJAQrV67Ehg0bEBkZqdyenJyMhoYGDB48GHFxcVi5cqXW4/Xt2xdpaWk4c+YMgoODERAQgH379sHa2hoikQiff/45Tp06haCgICxYsADr1q1TebyDgwO+//57lJWVISwsDJMnT0ZERAS2bNmi8ZxffvklSktL8dlnn0EikSj/hYUZ9oNgQd50sqKFq6iogIuLC8rLy+Hs7Gzs4ZAa9fX1OHDgAJ5++mm9d6gmy8JrhdqiS14v575s7DvTmkn/Dxgw2fDjMSNd8noxMTU1Nbhy5YpKb6F2UbuGz6cxWNLDdFSZTIaKigo4OzsrA5uu6Nq1a5g+fbqyZ5Mp0XYt6RobcEoeEXWYVCbHiStlKKmsgZeTHYb6u8NKpL4KEBF1EhNcw0HU6RSl4lkl0mDy8vJQW1uL7Oxs3L59u81TBc0BAyYi6pDU84VY8c0FFJbXKO+TuNghMToQUUESLY8kIoMy8hoOIpMhsurU0uFdzapVq7Bz506MGzdOud7K0nTd3CERdVjq+UK8+dlplWAJAIrKa/DmZ6eRer7QSCMjImOv4SCiriE5ORm1tbX45ptvNPaYMncMmIioXaQyOVZ8c0Fj/S0AWPHNBUhlXWaZJJHpCXy2sXS4c7Nsr3MPlhQnItIRp+QRUbucuFLWIrPUlBxAYXkNTlwpwxOPeHTewIhIFddwEBF1CAMmImqXkkrNwVJ79iMiA+IaDiKidmPARGQG5FIpqk+eQkNpKaw9PeEwZDAEDX0cOouXk25lXnXdj4iIiMgUMWAiMnEVaWkoXpWEhvvdrAHAWiyG99IlcB43zmjjGurvDomLHYrKazTV34LYpbHEOBEREZG5YtEHIhNWkZaG6/PjVIIlAGgoLsb1+XGoSEsz0sgAK5GAxOhAABrrbyExOpD9mIiIiMisMWAiMlFyqRTFq5IAuZr8zf37ilclQS6VdvLIHogKkuCDaaEQu6hOuxO72OGDaaHsw0RERKSFIAj4+uuv9X7ckSNHIi4uTnm7V69e2LRpU4eOeeTIEQiCgDt37uj8mClTpqBnz57IysrCtGnTkJ2d3aExGAun5BGZqOqTp1pkllTI5WgoKkL1yVNwfHxo5w2smaggCcYGinHiShlKKmvg5dQ4DY+ZJSIi6opiY2Oxfft2AIC1tTXc3d0xcOBAxMTEIDY2FiLRg3xFYWEh3NzcdDquIAj46quvMGHChFb3TUlJgY2NTbvGr8nw4cNRWFgIFxcXnfavqKhAfn4+Pv30U8TFxcHV1RWhoaEdGsOtW7fw4osv4uzZs7h16xa8vLzw3HPPYdWqVXB2du7QsbVhwERkohpKS/W6nyFZiQSWDiciIpMklUlxuuQ0SqtL4engiVCvUFgZuKx+VFQUtm3bBqlUiuLiYqSmpmL+/Pn48ssvsX//flhbN74FF4vFej1vXV0dunXrBnd3/a8f7tatW5vG6+zsjBMnTgCA3jJLIpEIzz33HFauXAlPT0/k5eVhzpw5KCsrw65du/RyDrXnNdiRiahDrD099bofERFRV5NxNQOReyPxyvevYPGPi/HK968gcm8kMq5mGPS8tra2EIvF8PHxQWhoKJYuXYp9+/bh4MGD+OSTT5T7NZ2SV1dXh7lz50IikcDOzg5+fn5ISkoC0DilDgAmTpwIQRCUt5cvX45Bgwbh448/hr+/P+zsGqfIN5+SBwCVlZWIiYmBo6MjfHx88N577ym35efnQxAE5OTkKO+7c+cOBEHAkSNHAKifkpeVlYWRI0fCwcEBbm5uiIyMxO3btwEAqampGDFiBFxdXeHh4YHx48fj0qVLKmM6d+4cRo8eDXt7e3h4eOD111/H3bt3NX5f3dzc8Oabb2LIkCHw8/NDREQEZs+ejR9//FHbj6PDGDARmSiHIYNhLRYDgoapbYIAa7EYDkMGd+7AiIiIzEDG1QzEH4lHcXWxyv0l1SWIPxJv8KCpudGjRyM4OBgpKSlqt2/evBn79+/H7t27cfHiRezcuVMZGCkyNNu2bUNhYaFKxiYvLw979+5FSkqKSsDT3Lp16xAcHIxffvkFCQkJmD9/PtLT09v9fHJychAREYHAwEAcPXoUP/30E6KjoyG9v7a6qqoK8fHxOHnyJDIzMyESiTBx4kTIZDLl9sjISLi5uSE7Oxt79uxBRkYG5s6dq/MYbty4gZSUFPzxj39s9/PQBafkEZkowcoK3kuX4Pr8uMagqWnxh/tBlPfSJUbvx0RERGRqpDIpVp9YDbmaxhdyyCFAwJoTazDKd5TBp+c11b9/f5w9e1bttoKCAvTp0wcjRoyAIAjw8/NTbvO8P5vE1dW1xbS4uro67NixQ7mPJuHh4UhISAAA9O3bF1lZWdi4cSPGjh3brueydu1aDBkyBO+//77yvscee0z59aRJk1T2T05OhqenJy5cuICgoCDs2rULNTU12LFjBxwdHQEAW7ZsQXR0NNasWQNvb2+N546JicG+fftw7949REdH4+OPP27Xc9AVM0xEJsx53Dj4vLsJ1s1+aVh7e8Pn3U1G7cNERERkqk6XnG6RWWpKDjmKqotwuuR0J44KkMvlEDTMHImNjUVOTg769euHefPmIU3H1iF+fn6tBksA8MQTT7S4nZubq9M51FFkmDT5/fffERMTg969e8PZ2VmZLSsoKAAA5ObmIjg4WBksAY1BnUwmw8WLF7Wee+PGjTh9+jT27duHS5cuIT4+vt3PQxfMMBGZOOdx4+AUEdFYNa+0FNaennAYMpiZJSIiIg1Kq3UriKTrfvqSm5sLf39/tdtCQ0Nx5coVHDx4EBkZGZgyZQrGjBmDL7/8UusxmwYc7aWo3CdvMpulvr5e62Ps7e21bo+Ojoafnx+2bt2KHj16QCaTISgoCHV1dR0er1gshlgsRv/+/eHu7o4nn3wSf/vb3yCRGKadCTNMRGZAsLKC4+ND4TL+GTg+PpTBEhERkRaeDroVRNJ1P304dOgQzp0712KqWlPOzs6YOnUqtm7dii+++AJ79+5FWVkZAMDGxka5Pqg9jh071uJ2QEAAgAdT/goLC5Xbta2HAoCBAwciMzNT7bZbt27h4sWLWLZsGSIiIhAQEKAsBqEQEBCAM2fOoKqqSnlfVlYWRCIR+vXrp/PzUqyJqq2t1fkxbcUMExERERFZlFCvUHg7eKOkukTtOiYBArwdvBHq1bG+QJrU1taiqKhIpax4UlISxo8fj5deekntYzZs2ACJRIKQkBCIRCLs2bMHYrEYrq6uABor5WVmZiI8PBy2trY6929SyMrKwtq1azFhwgSkp6djz549+O677wA0ZouGDRuG1atXw9/fHyUlJVi2bJnW4y1ZsgQDBgzA7NmzMWvWLHTr1g2HDx/GCy+8AHd3d3h4eOCjjz6CRCJBQUGBcv2UwosvvojExETMmDEDy5cvR2lpKd566y1Mnz5d4/qlAwcOoLi4GGFhYXjooYfw66+/4s9//jPCw8OVU/4MgRkmIiIiIrIoViIrJAxtfIMuQHXNkOL24qGLDVbwITU1FRKJBL169UJUVBQOHz6MzZs3Y9++fbDSMEvEyclJWUghLCwM+fn5OHDggHK63Pr165Geng5fX1+EhIS0eUwLFy7EyZMnERISgpUrV2LDhg2IjIxUbk9OTkZDQwMGDx6MuLg4rFy5Uuvx+vbti7S0NJw5cwbBwcEICAjAvn37YG1tDZFIhM8//xynTp1CUFAQFixYgHXr1qk83sHBAd9//z3KysoQFhaGyZMnIyIiAlu2bNF4Tnt7e2zduhUjRoxAQEAAFixYgGeffRbffvttm78fbSHIm05WtHAVFRVwcXFBeXm5QbsBU/vV19fjwIEDePrpp/XeoZosC68VagteL9QWvF6Mr6amBleuXFHpLdQeGVczsPrEapUCEGIHMRYPXYwxfmM6PE6ZTIaKigo4OzsrA5uu6Nq1a5g+fbqyZ5Mp0XYt6RobcEoeEREREVmkMX5jMMp3FE6XnEZpdSk8HTwR6hXaqaXELV1eXh5qa2uRnZ2N27dvt3mqoDlgwEREREREFstKZIUwcZixh2GxVq1ahZ07d2LcuHHK9VaWpuvmDomIiIiIqEOSk5NRW1uLb775RmOPKXPHgImIiIiIiEgDBkxEREREREQaMGAiIiIiIiLSgAETERERERGRBqySR0SdQi6VovrkKTSUlsLa0xMOQwZD0NC8j4iIiMhUMGAiIoOrSEtD8aokNBQVKe+zFovhvXQJnMeNM+LIiIiIiLTjlDwiapVUJsfRS7ewL+c6jl66BalMrvNjK9LScH1+nEqwBAANxcW4Pj8OFWlp+h4uERGRWRAEAV9//bXejzty5EjExcUpb/fq1QubNm3q0DGPHDkCQRBw584dnR8zZcoU9OzZE1lZWZg2bRqys7M7NAZjYYaJiLRKPV+IFd9cQGF5jfI+iYsdEqMDERUk0fpYuVSK4lVJgFxNgCWXA4KA4lVJcIqI4PQ8IiKyCLGxsdi+fTsAwNraGu7u7hg4cCBiYmIQGxsLkehBvqKwsBBubm46HVcQBHz11VeYMGFCq/umpKTAxsamXePXZPjw4SgsLISLi4tO+1dUVCA/Px+ffvop4uLi4OrqitDQUL2N59atWwgODsb169dx+/ZtgzbNZYaJiDRKPV+INz87rRIsAUBReQ3e/Ow0Us8Xan189clTLTJLKuRyNBQVofrkKX0Ml4iIqAW5VIqq4ydQ/u13qDp+AnKp1ODnjIqKQmFhIfLz83Hw4EGMGjUK8+fPx/jx49HQ0KDcTywWw9bWVm/nraurAwC4u7vDyclJb8cFgG7dukEsFuvcnNbZ2RknTpzAH//4R2RnZyM9PR1WevxwdObMmRg4cKDejqcNAyYiUksqk2PFNxegbvKd4r4V31zQOj2vobRUp3Ppuh8REVFbVKSlIS9iDApmzMCNRYtQMGMG8iLGGHw6uK2tLcRiMXx8fBAaGoqlS5di3759OHjwID755BPlfk2n5NXV1WHu3LmQSCSws7ODn58fkpKSADROqQOAiRMnQhAE5e3ly5dj0KBB+Pjjj+Hv7w87OzsALafkAUBlZSViYmLg6OgIHx8fvPfee8pt+fn5EAQBOTk5yvvu3LkDQRBw5MgRAOqn5GVlZWHkyJFwcHCAm5sbIiMjcfv2bQBAamoqRowYAVdXV3h4eGD8+PG4dOmSypjOnTuH0aNHw97eHh4eHnj99ddx9+7dVr+/H3zwAe7cuYNFixa1uq8+MGAiIrVOXClrkVlqSg6gsLwGJ66UadzH2tNTp3Ppuh8REZGuTG0N7ejRoxEcHIyUlBS12zdv3oz9+/dj9+7duHjxInbu3KkMjBRrf7Zt24bCwkKVtUB5eXnYu3cvUlJSVAKe5tatW4fg4GD88ssvSEhIwPz585Gent7u55OTk4OIiAgEBgbi6NGj+OmnnxAdHQ3p/QxeVVUV4uPjcfLkSWRmZkIkEmHixImQyWTK7ZGRkXBzc0N2djb27NmDjIwMzJ07V+t5L1y4gL///e/YsWOHyvRGQ+IaJiJSq6RSc7Ck634OQwbDWixGQ3Gx+nVMggBrb284DBnc3mESERG1YKpraPv374+zZ8+q3VZQUIA+ffpgxIgREAQBfn5+ym2e9z9YdHV1hVgsVnlcXV0dduzYodxHk/DwcCQkJAAA+vbti6ysLGzcuBFjx45t13NZu3YthgwZgvfff19532OPPab8etKkSSr7Jycnw9PTExcuXEBQUBB27dqFmpoa7NixA46OjgCALVu2IDo6GmvWrIG3t3eLc9bW1iImJgbr1q1Dz549cfny5XaNva2YYSIitbyc7Dq8n2BlBe+lS+7faDbn+f5t76VLWPCBiIj0ylTX0Mrlco1rgGJjY5GTk4N+/fph3rx5SNMxA+bn59dqsAQATzzxRIvbubm5Op1DHUWGSZPff/8dMTEx6N27N5ydnZXZsoKCAgBAbm4ugoODlcES0BjUyWQyXLx4Ue0xlyxZgoCAAEybNq3d424PswuYamtrMWjQoBbzLIlIv4b6u0PiYgdNSzsFNFbLG+rvrvU4zuPGwefdTbBu9kmRtbc3fN7dxD5MRESkd6a6hjY3Nxf+/v5qt4WGhuLKlSv4xz/+gXv37mHKlCmYPHlyq8dsGnC0l2Jqm7xJRq6+vl7rY+zt7bVuj46ORllZGbZu3Yrjx4/j+PHjAB4UpmiPQ4cOYc+ePbC2toa1tbUyYOvevTsSExPbfdzWmN2UvL/85S/o0aMHzpw5Y+yhEFk0K5GAxOhAvPnZaQiASvEHRRCVGB0IK1Hr1XKcx42DU0RE4yd+paWw9vSEw5DBzCwREZFBmOIa2kOHDuHcuXNYsGCBxn2cnZ0xdepUTJ06FZMnT0ZUVBTKysrg7u4OGxsb5fqg9jh27FiL2wEBAQAeTPkrLCxESEgIALSamBg4cCAyMzOxYsWKFttu3bqFixcvYuvWrXjyyScBAD/99JPKPgEBAfjkk09QVVWlDPqysrIgEonQr18/tefcu3cv7t27p7ydnZ2NV155BT/++CMeeeQRrePtCLMKmA4ePIi0tDTs3bsXBw8eNPZwiCxeVJAEH0wLbdGHSaxjH6amBCsrOD4+1BDDJCIiUmHsNbS1tbUoKiqCVCpFcXExUlNTkZSUhPHjx+Oll15S+5gNGzZAIpEgJCQEIpEIe/bsgVgsVvYX6tWrFzIzMxEeHg5bW1ud+zcpZGVlYe3atZgwYQLS09OxZ88efPfddwAas0XDhg3D6tWr4e/vj5KSEixbtkzr8ZYsWYIBAwZg9uzZmDVrFrp164bDhw/jhRdegLu7Ozw8PPDRRx9BIpGgoKBAuX5K4cUXX0RiYiJmzJiB5cuXo7S0FG+99RamT5+udv0SgBZB0c2bNwE0Bl+G7MNkNgFTcXExXnvtNXz99ddwcHDQ6TG1tbWora1V3q6oqADQmGJsLc1IxqH4ufDnYzoi+nXHyD5P4tTV27h5txbdH7LFYD83WIkEo/6ceK1QW/B6obbg9WJ89fX1kMvlkMlkyqpqbSII8FqSgBtxCxrXzDYNmu6vIfJakgC5IEDenuPfp5jCphir4uvU1FRIJBJYW1vDzc0NAwcOxKZNmzBjxgwIgqDynBTP0dHREWvXrsXvv/8OKysrhIWF4dtvv1Xus27dOixatAhbt26Fj48PLl++rDy/uu9R0zEBQHx8PLKzs7FixQo4Oztj/fr1GDt2rHKfjz/+GK+99hoGDx6Mfv36YfXq1YiKilKOT7Gf4utHH30UqampWLZsGYKDgwEA48aNw9SpUwEAu3btQlxcHIKCgtCvXz9s2rQJo0ePVj7ezs4OBw8exIIFCxAWFgYHBwc8//zzWL9+vc4/8+Zj0rSPXC5HfX19iz5Qur7GBblcXdhtWuRyOZ5++mmEh4dj2bJlyM/Ph7+/P3755RcMGjRI4+OWL1+uNk24a9cunYMuIiIiIupc1tbWEIvF8PX1Rbdu3dp9nHuHj6Bi40bISkqU94m8veActwD2o0Z2fKAEAPjf//6HWbNmKQM8U1JXV4dr166hqKhIpWkwAFRXV+NPf/oTysvL4ezsrPEYRg2YEhISsGbNGq375ObmIi0tDbt378Z//vMfWFlZ6Rwwqcsw+fr64ubNm1q/KWQ89fX1SE9Px9ixY2FjY2Ps4ZAJ47VCbcHrhdqC14vx1dTU4Nq1a+jVq5eyGWt7yaVS3Dv1YA2t/WD9raGVy+WorKyEk5OTxup3li4vLw+1tbUYNmwYCgoK2jxV0NBqamqQn58PX1/fFtdSRUUFunfv3mrAZNQpeQsXLkRsbKzWfXr37o1Dhw7h6NGjsLW1Vdk2ZMgQvPjii9i+fbvax9ra2rZ4DADY2NjwF6CJ48+IdMVrhdqC1wu1Ba8X45FKpRAEASKRqOPNSUUiPDRsmH4G1oxiGphirF3R6tWrsXPnTowbNw7u7u4mFziKRCIIgqD29azr69uoAZOnp6dOdeM3b96MlStXKm/fuHEDkZGR+OKLL/D4448bcohERERERKRBcnIykpOTjT0MgzKLog89e/ZUuf3QQw8BaKyU8fDDDxtjSERERERE1AV0zdwhEREREZk8M6hNRiZOH9eQWWSYmuvVqxdfQEREREQWSrG2pLq6Gvb29kYeDZmz6upqALqvV1LHLAMmIiIiIrJcVlZWcHV1Rcn9cuAODg4mV0wAaCz6UFdXh5qami5b9MFUyeVyVFdXo6SkBK6uri16MLUFAyYiIiIiMjlisRgAlEGTKZLL5bh37x7s7e1NMqAjwNXVVXkttRcDJiIiIiIyOYIgQCKRwMvLC/X19cYejlr19fX44Ycf8Ic//IEl6E2QjY1NhzJLCgyYiIiIiMhkWVlZ6eVNryFYWVmhoaEBdnZ2DJgsGCdbEhERERERacCAiYiIiIiISAMGTERERERERBp0qTVMit5NFRUVRh4JaVJfX4/q6mpUVFRwLjBpxWuF2oLXC7UFrxfSFa8V86aICVrr79qlAqbKykoAgK+vr5FHQkREREREpqCyshIuLi4atwvy1kIqCyKTyXDjxg04OTmxVr6JqqiogK+vL65duwZnZ2djD4dMGK8VagteL9QWvF5IV7xWzJtcLkdlZSV69OihtfFwl8owiUQiPPzww8YeBunA2dmZv3hIJ7xWqC14vVBb8HohXfFaMV/aMksKLPpARERERESkAQMmIiIiIiIiDRgwkUmxtbVFYmIibG1tjT0UMnG8VqgteL1QW/B6IV3xWukaulTRByIiIiIiorZghomIiIiIiEgDBkxEREREREQaMGAiIiIiIiLSgAETERERERGRBgyYyCTl5+dj5syZ8Pf3h729PR555BEkJiairq7O2EMjE/Hee++hV69esLOzw+OPP44TJ04Ye0hkYpKSkhAWFgYnJyd4eXlhwoQJuHjxorGHRWZi9erVEAQBcXFxxh4Kmajr169j2rRp8PDwgL29PQYMGICTJ08ae1hkAAyYyCT99ttvkMlk+PDDD/Hrr79i48aN+Pe//42lS5cae2hkAr744gvEx8cjMTERp0+fRnBwMCIjI1FSUmLsoZEJ+c9//oM5c+bg2LFjSE9PR319PcaNG4eqqipjD41MXHZ2Nj788EMMHDjQ2EMhE3X79m2Eh4fDxsYGBw8exIULF7B+/Xq4ubkZe2hkACwrTmZj3bp1+OCDD3D58mVjD4WM7PHHH0dYWBi2bNkCAJDJZPD19cVbb72FhIQEI4+OTFVpaSm8vLzwn//8B3/4wx+MPRwyUXfv3kVoaCjef/99rFy5EoMGDcKmTZuMPSwyMQkJCcjKysKPP/5o7KFQJ2CGicxGeXk53N3djT0MMrK6ujqcOnUKY8aMUd4nEokwZswYHD161IgjI1NXXl4OAPw9QlrNmTMHzzzzjMrvGKLm9u/fjyFDhuCFF16Al5cXQkJCsHXrVmMPiwyEAROZhby8PPzrX//CG2+8YeyhkJHdvHkTUqkU3t7eKvd7e3ujqKjISKMiUyeTyRAXF4fw8HAEBQUZezhkoj7//HOcPn0aSUlJxh4KmbjLly/jgw8+QJ8+ffD999/jzTffxLx587B9+3ZjD40MgAETdaqEhAQIgqD132+//abymOvXryMqKgovvPACXnvtNSONnIjM2Zw5c3D+/Hl8/vnnxh4Kmahr165h/vz52LlzJ+zs7Iw9HDJxMpkMoaGhWLVqFUJCQvD666/jtddew7///W9jD40MwNrYA6CuZeHChYiNjdW6T+/evZVf37hxA6NGjcLw4cPx0UcfGXh0ZA66d+8OKysrFBcXq9xfXFwMsVhspFGRKZs7dy6+/fZb/PDDD3j44YeNPRwyUadOnUJJSQlCQ0OV90mlUvzwww/YsmULamtrYWVlZcQRkimRSCQIDAxUuS8gIAB79+410ojIkBgwUafy9PSEp6enTvtev34do0aNwuDBg7Ft2zaIREyIEtCtWzcMHjwYmZmZmDBhAoDGT/oyMzMxd+5c4w6OTIpcLsdbb72Fr776CkeOHIG/v7+xh0QmLCIiAufOnVO57+WXX0b//v2xePFiBkukIjw8vEWbgv/+97/w8/Mz0ojIkBgwkUm6fv06Ro4cCT8/P7zzzjsoLS1VbmMWgeLj4zFjxgwMGTIEQ4cOxaZNm1BVVYWXX37Z2EMjEzJnzhzs2rUL+/btg5OTk3KNm4uLC+zt7Y08OjI1Tk5OLda3OTo6wsPDg+veqIUFCxZg+PDhWLVqFaZMmYITJ07go48+4mwYC8WAiUxSeno68vLykJeX12IKDSvh09SpU1FaWoq3334bRUVFGDRoEFJTU1sUgqCu7YMPPgAAjBw5UuX+bdu2tTo1mIhIm7CwMHz11VdYsmQJ/v73v8Pf3x+bNm3Ciy++aOyhkQGwDxMREREREZEGXBRCRERERESkAQMmIiIiIiIiDRgwERERERERacCAiYiIiIiISAMGTERERERERBowYCIiIiIiItKAARMREREREZEGDJiIiIiIiIg0YMBERERGJQgCvv76a2MPo1XHjh2Dh4cHXn31VeTm5uKZZ54x9pCIiKgTMGAiIiK9i42NhSAIEAQBNjY28Pb2xtixY5GcnAyZTKayb2FhIZ566ikjjVR3+/fvx5o1a9C9e3c8/fTTeOONNzp8zB9++AHR0dHo0aOH2QSORERdjSCXy+XGHgQREVmW2NhYFBcXY9u2bZBKpSguLkZqaiqSkpLw5JNPYv/+/bC2tjb2MI3u4MGDyMrKwuDBg/H888/jq6++woQJE4w9LCIiaoIZJiIiMghbW1uIxWL4+PggNDQUS5cuxb59+3Dw4EF88sknyv2aZlby8/MhCAJ2796NJ598Evb29ggLC8N///tfZGdnY8iQIXjooYfw1FNPobS0VOV8H3/8MQICAmBnZ4f+/fvj/fffV25THDclJQWjRo2Cg4MDgoODcfToUeU+V69eRXR0NNzc3ODo6IjHHnsMBw4cAABIpVLMnDkT/v7+sLe3R79+/fDuu++qnF8mk+Hvf/87Hn74Ydja2mLQoEFITU3V+j166qmnsHLlSkycOLE932IiIuoEDJiIiKjTjB49GsHBwUhJSdG6X2JiIpYtW4bTp0/D2toaf/rTn/CXv/wF7777Ln788Ufk5eXh7bffVu6/c+dOvP322/jnP/+J3NxcrFq1Cn/729+wfft2leP+9a9/xaJFi5CTk4O+ffsiJiYGDQ0NAIA5c+agtrYWP/zwA86dO4c1a9bgoYceAtAYDD388MPYs2cPLly4gLfffhtLly7F7t27lcd+9913sX79erzzzjs4e/YsIiMj8eyzz+L333/X17ePiIiMgPMhiIioU/Xv3x9nz57Vus+iRYsQGRkJAJg/fz5iYmKQmZmJ8PBwAMDMmTNVslSJiYlYv349nn/+eQCAv78/Lly4gA8//BAzZsxQOa6iWMOKFSvw2GOPIS8vD/3790dBQQEmTZqEAQMGAAB69+6tfJyNjQ1WrFihvO3v74+jR49i9+7dmDJlCgDgnXfeweLFi/F///d/AIA1a9bg8OHD2LRpE9577712fa+IiMj4GDAREVGnksvlEARB6z4DBw5Ufu3t7Q0AykBGcV9JSQkAoKqqCpcuXcLMmTPx2muvKfdpaGiAi4uLxuNKJBIAQElJCfr374958+bhzTffRFpaGsaMGYNJkyap7P/ee+8hOTkZBQUFuHfvHurq6jBo0CAAQEVFBW7cuKEM6BTCw8Nx5syZVr8nRERkujglj4iIOlVubi78/f217mNjY6P8WhFcNb9PUW3v7t27AICtW7ciJydH+e/8+fM4duxYq8dVHOfVV1/F5cuXMX36dJw7dw5DhgzBv/71LwDA559/jkWLFmHmzJlIS0tDTk4OXn75ZdTV1bXre0BEROaDARMREXWaQ4cO4dy5c5g0aZLejunt7Y0ePXrg8uXLePTRR1X+tRaYNefr64tZs2YhJSUFCxcuxNatWwEAWVlZGD58OGbPno2QkBA8+uijuHTpkvJxzs7O6NGjB7KyslSOl5WVhcDAwI4/SSIiMhpOySMiIoOora1FUVFRi7Li48ePx0svvaTXc61YsQLz5s2Di4sLoqKiUFtbi5MnT+L27duIj4/X6RhxcXF46qmn0LdvX9y+fRuHDx9GQEAAAKBPnz7YsWMHvv/+e/j7++PTTz9Fdna2SkD25z//GYmJiXjkkUcwaNAgbNu2DTk5Odi5c6fGc969exd5eXnK21euXEFOTg7c3d3Rs2fPdn43iIhInxgwERGRQaSmpkIikcDa2hpubm4IDg7G5s2bMWPGDIhE+p3g8Oqrr8LBwQHr1q3Dn//8Zzg6OmLAgAGIi4vT+RhSqRRz5szB//73Pzg7OyMqKgobN24EALzxxhv45ZdfMHXqVAiCgJiYGMyePRsHDx5UPn7evHkoLy/HwoULUVJSgsDAQOzfvx99+vTReM6TJ09i1KhRytuK4G7GjBkqRS2IiMh42LiWiIiIiIhIA65hIiIiIiIi0oABExERERERkQYMmIiIiIiIiDRgwERERERERKQBAyYiIiIiIiINGDARERERERFpwICJiIiIiIhIAwZMREREREREGjBgIiIiIiIi0oABExERERERkQYMmIiIiIiIiDT4/wg7eqQy6SGYAAAAAElFTkSuQmCC\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 3. Juntar os dados em um único conjunto"
      ],
      "metadata": {
        "id": "oGzwtzgJROAE"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "data = np.vstack([data1, data2, data3, data4])"
      ],
      "metadata": {
        "id": "xdkKCuZzLKcw"
      },
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 4. Construir o autoencoder:\n",
        "\n",
        "4.1. Ele consistirá em um codificador que reduz a dimensionalidade dos dados para 2."
      ],
      "metadata": {
        "id": "vSahcqicJs2j"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "input_dim = 8\n",
        "encoding_dim = 2\n",
        "\n",
        "# Encoder\n",
        "encoder = models.Sequential([\n",
        "    layers.Dense(6, activation='relu', input_shape=(input_dim,)),\n",
        "    layers.Dense(encoding_dim, activation='relu')\n",
        "])\n",
        "\n",
        "# Decoder\n",
        "decoder = models.Sequential([\n",
        "    layers.Dense(6, activation='relu', input_shape=(encoding_dim,)),\n",
        "    layers.Dense(input_dim, activation='sigmoid')\n",
        "])\n",
        "\n",
        "# Autoencoder\n",
        "autoencoder = models.Sequential([encoder, decoder])\n",
        "\n",
        "# Compilar o modelo\n",
        "autoencoder.compile(optimizer='adam', loss='mse')"
      ],
      "metadata": {
        "id": "oaC6T1hHLKhQ"
      },
      "execution_count": 20,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 5. Treinar o autoencoder"
      ],
      "metadata": {
        "id": "z_3LjRJzRig2"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "autoencoder.fit(data, data, epochs=50, batch_size=64)"
      ],
      "metadata": {
        "id": "FW1QffFRLKjh",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "7cd04fac-6437-4335-bbeb-80d138f72d80"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Epoch 1/50\n",
            "63/63 [==============================] - 1s 2ms/step - loss: 2.2709\n",
            "Epoch 2/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 2.2022\n",
            "Epoch 3/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 2.1461\n",
            "Epoch 4/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 2.0997\n",
            "Epoch 5/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 2.0495\n",
            "Epoch 6/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.9833\n",
            "Epoch 7/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.9310\n",
            "Epoch 8/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.9012\n",
            "Epoch 9/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8854\n",
            "Epoch 10/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8740\n",
            "Epoch 11/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8648\n",
            "Epoch 12/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8572\n",
            "Epoch 13/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8508\n",
            "Epoch 14/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8448\n",
            "Epoch 15/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8396\n",
            "Epoch 16/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8349\n",
            "Epoch 17/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8309\n",
            "Epoch 18/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8271\n",
            "Epoch 19/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8237\n",
            "Epoch 20/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8206\n",
            "Epoch 21/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8179\n",
            "Epoch 22/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8152\n",
            "Epoch 23/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8130\n",
            "Epoch 24/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8111\n",
            "Epoch 25/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8090\n",
            "Epoch 26/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8072\n",
            "Epoch 27/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8056\n",
            "Epoch 28/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8039\n",
            "Epoch 29/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.8026\n",
            "Epoch 30/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8012\n",
            "Epoch 31/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.8000\n",
            "Epoch 32/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7988\n",
            "Epoch 33/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7976\n",
            "Epoch 34/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7965\n",
            "Epoch 35/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7953\n",
            "Epoch 36/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.7943\n",
            "Epoch 37/50\n",
            "63/63 [==============================] - 0s 3ms/step - loss: 1.7934\n",
            "Epoch 38/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7923\n",
            "Epoch 39/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7911\n",
            "Epoch 40/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7901\n",
            "Epoch 41/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7892\n",
            "Epoch 42/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7882\n",
            "Epoch 43/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7871\n",
            "Epoch 44/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7863\n",
            "Epoch 45/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7853\n",
            "Epoch 46/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7845\n",
            "Epoch 47/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7836\n",
            "Epoch 48/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7828\n",
            "Epoch 49/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7819\n",
            "Epoch 50/50\n",
            "63/63 [==============================] - 0s 2ms/step - loss: 1.7812\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<keras.src.callbacks.History at 0x7c0754e3fe50>"
            ]
          },
          "metadata": {},
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 6. Visualizar os dados reduzidos\n",
        "\n",
        "6.1. Vamos usar o codificador para reduzir a dimensionalidade dos dados originais para 2 e, em seguida, plotar os dados neste novo espaço.\n",
        "\n",
        "6.2. O autoencoder é uma arquitetura de rede neural que é usada para aprendizado não supervisionado de representações de dados. Ele consiste em duas partes principais: codificador e o decodificador.\n",
        "\n",
        "CODIFICADOR: mapeia os dados de entrada para uma representação de dimensionalidade menor, conhecida como espaço latente ou espaço de características. O objetivo do codificador é aprender uma representação compacta dos dados que capture as características mais importantes. Isso é ralizado por meio de camadas de trasformação que reduzem a dimensionalidade dos dados.\n",
        "\n",
        "DECODIFICADOR: mapeia a representação de dimensionalidade menor de volta para a dimensão original dos dados. O objetivo do decodificador é reconstruir os dados de entrada a partir da representação latente aprendida pelo codificador. Isso é feito por meio de camadas de transformação que aumenam a dimensionalidade dos dados de volta para a dimensão original.\n",
        "\n"
      ],
      "metadata": {
        "id": "UTjMPNolR5Jh"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Obter os dados reduzidos\n",
        "encoded_data = encoder.predict(data)\n",
        "\n",
        "# Plotar os dados reduzidos\n",
        "plt.scatter(encoded_data[:, 0], encoded_data[:, 1], c=np.hstack([[0]*1000, [1]*1000, [2]*1000, [3]*1000]), cmap='viridis')\n",
        "plt.title('Dados reduzidos para 2D')\n",
        "plt.xlabel('Dimensão 1')\n",
        "plt.ylabel('Dimensão 2')\n",
        "plt.colorbar()\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "5bSmJ8FrLKqS",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 489
        },
        "outputId": "bbca3369-6b58-435a-8b9f-018173d1229d"
      },
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "125/125 [==============================] - 0s 2ms/step\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}